王磊｜中南大学｜学者主页

2026

Understanding Reliability in LLM-based Human Behavior Simulation

Pei Wang, Lei Wang, Yuanzi Li, Xu Chen

arXiv preprint

2026

SCBO: Semantically Coherent Batching and Ordering for LLM-Based Social Surveys

Yuanzi Li, Lingjie Wang, Zihang Tian, Lei Wang, Xu Chen

arXiv preprint

2026

Adaptive Resource Allocation for Effective and Efficient LLM Social Survey Simulation

Yuanzi Li, Xueyang Feng, Junhao Wang, Lei Wang, Xu Chen

arXiv preprint

2026

Analyzing and Correcting Benevolence Bias in Large Language Models

Yuanzi Li, Junhao Wang, Minghui Liu, Boyi Li, Bingchen Chen, Zihang Tian, Jingyu Zhao, Yuhan Wang, Lei Wang, Pei Wang, Jinchao Wu, Xu Chen

arXiv preprint

2026

O-VAD: Industrial Video Anomaly Detection through Object-Centric Tracking and Reasoning

Mei Yuan, Qi Long, Qifeng Wu, Zhenyang Li, Yizhou Zhao, Lei Wang, Yang Liu, Min Xu

arXiv preprint

2026

Trust-Aware Joint Feature-Prediction Discrepancy for Robust Domain Adaptation

Xi Ding, Lei Wang, Syuan-Hao Li, Yongsheng Gao

arXiv preprint

2026

Uncertainty-DTW for Sequences and Visual Tokens

Lei Wang, Syuan-Hao Li, Yongsheng Gao, Piotr Koniusz

arXiv preprint

2026

MedScope: Incentivizing "Think with Videos" for Clinical Reasoning via Coarse-to-Fine Tool Calling

Wenjie Li, Yujie Zhang, Haoran Sun, Xingqi He, Hongcheng Gao, Chenglong Ma, Ming Hu, Guankun Wang, Shiyi Yao, Renhao Yang, Hongliang Ren, Lei Wang, Junjun He, Yankai Jiang

arXiv preprint

2026

A Safety-Gated Multimodal AI Backend for Mental-Health Support: Hierarchical State Representation, Conservative Risk Fusion, and Controlled Generation in Anian

Lei Wang, Xiao Wang, Lei Li

arXiv preprint

2026

DM-KG: A Novel Method for Boosting Spatial Cognition of Vision-Language Models in Street View Imagery

Xinyue Xu, Zheng Zhang, Kunyang Ma, Ge Zhu, Lianshuai Cao, Lei Wang, Zixuan Li, Yi Cheng

arXiv preprint

2026

Visual Information Extraction from Documents via Classification-Guided Large Vision-Language Models

Huafu Li, Guo Chen, Jia Xia, Lei Wang, Wei Du, Yun Yao, Weijun Peng, Liming Li

arXiv preprint

DOI

2026

From Perception to Action: An Interactive Benchmark for Vision Reasoning

Yuhao Wu, Maojia Song, Yihuai Lan, Lei Wang, Zhiqiang Hu, Yao Xiao, Heng Zhou, Weihua Zheng, Dylan Raharja, Soujanya Poria, Roy Ka-Wei Lee

arXiv preprint

2026

Clue Matters: Leveraging Latent Visual Clues to Empower Video Reasoning

Kaixin zhang, Xiaohe Li, Jiahao Li, Haohua Wu, Xinyu Zhao, Zide Fan, Lei Wang

arXiv preprint

2026

HumanOrbit: 3D Human Reconstruction as 360° Orbit Generation

Keito Suzuki, Kunyao Chen, Lei Wang, Bang Du, Runfa Blark Li, Peng Liu, Ning Bi, Truong Nguyen

arXiv preprint

2026

EmoTaG: Emotion-Aware Talking Head Synthesis on Gaussian Splatting with Few-Shot Personalization

Haolan Xu, Keli Cheng, Lei Wang, Ning Bi, Xiaoming Liu

arXiv preprint

2026

MemoGen: Can Past Experience Improve Future Text-to-Image Generation?

Wenshuo Chen, Kuimou Yu, Bowen Tian, Jianfei Song, Shaofeng Liang, Haozhe Jia, Kan Cheng, Haosen Li, Kaishen Yuan, Lei Wang, Jiemin Wu, Songning Lai, Yutao Yue

arXiv preprint

2026

DRRG: A Discrete Diffusion Framework for Radiology Report Generation

Shaoyang Zhoua, Yingshu Li, Yunyi Liu, Lijun Pu, Lingqiao Liu, Lei Wang, Luping Zhou

arXiv preprint

2026

Suppressing Prior-Comparison Hallucinations in Radiology Report Generation via Semantically Decoupled Latent Steering

Ao Li, Rui Liu, Mingjie Li, Sheng Liu, Lei Wang, Xiaodan Liang, Lina Yao, Xiaojun Chang, Lei Xing

arXiv preprint

2026

MARS: Enabling Autoregressive Models Multi-Token Generation

Ziqi Jin, Lei Wang, Ziwei Luo, Aixin Sun

arXiv preprint

2026

Seeing What Matters: Lesion-Aware High-Resolution Patch Discovery and Fusion for Chest X-ray Report Generation

Yingshu Li, Yunyi Liu, Zhenghao Chen, Tong Chen, Zailong Chen, Lingqiao Liu, Lei Wang, Luping Zhou

arXiv preprint

2026

Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI Agents

Hanzhang Zhou, Panrong Tong, Xu Zhang, Quyu Kong, Chenglin Cai, Tianyu Xia, Gongjie Zhang, Jianan Zhang, Long Li, Long Chen, Lei Wang, Gaole Dai, Pengxiang Li, Liangyu Chen, Yue Wang, Steven Hoi

arXiv preprint

2026

Understanding and Enforcing Weight Disentanglement in Task Arithmetic

Shangge Liu, Yuehan Yin, Lei Wang, Qi Fan, Yinghuan Shi, Wenbin Li, Yang Gao, Dacheng Tao

arXiv preprint

2026

DeepSeek-V4: Towards Highly Efficient Million-Token Context Intelligence

DeepSeek-AI, Anyi Xu, Bangcai Lin, Bing Xue, Bingxuan Wang, Bingzheng Xu, Bochao Wu, Bowei Zhang, Chaofan Lin, Chen Dong, Chenchen Ling, Chengda Lu, Chenggang Zhao, Chengqi Deng, Chengyu Hou, Chenhao Xu, Chenze Shao, Chong Ruan, Conner Sun, Damai Dai, Daya Guo, Dejian Yang, Deli Chen, Donghao Li, Dongjie Ji, Erhang Li, Fang Wei, Fangyun Lin, Fangzhou Yuan, Feiyu Xia, Fucong Dai, Guangbo Hao, Guanting Chen, Guoai Cao, Guolai Meng, Guowei Li, Han Yu, Han Zhang, Hanwei Xu, Hao Li, Haofen Liang, Haoling Zhang, Haoming Luo, Haoran Wei, Haotian Yuan, Haowei Zhang, Haowen Luo, Haoyu Chen, Haozhe Ji, Hengqing Zhang, Honghui Ding, Hongxuan Tang, Huanqi Cao, Huazuo Gao, Hui Qu, Hui Zeng, J Yang, JQ Zhu, Jia Luo, Jia Song, Jia Yu, Jialiang Huang, Jialu Cai, Jian Liang, Jiangting Zhou, Jiasheng Ye, Jiashi Li, Jiaxin Xu, Jiewen Hu, Jieyu Yang, Jin Chen, Jin Yan, Jingchang Chen, Jingli Zhou, Jingting Xiang, Jingyang Yuan, Jingyuan Cheng, Jingzi Zhou, Jinhua Zhu, Jiping Yu, Joseph Sun, Jun Ran, Junguang Jiang, Junjie Qiu, Junlong Li, Junmin Zheng, Junxiao Song, Kai Dong, Kaige Gao, Kang Guan, Kexing Zhou, Kezhao Huang, Kuai Yu, Lean Wang, Lecong Zhang, Lei Wang, Leyi Xia, Li Zhang, Liang Zhao, Lihua Guo, Lingxiao Luo, Linwang Ma, Linyan Zhu, Litong Wang, Liyu Cai, Liyue Zhang, Longhao Chen, MS Di, MY Xu, Max Mei, Miaojun Wang, Mingchuan Zhang, Minghua Zhang, Minghui Tang, Mingming Li, Mingxu Zhou, Minmin Han, Ning Wang, Panpan Huang, Panpan Wang, Peixin Cong, Peiyi Wang, Peng Zhang, Qiancheng Wang, Qihao Zhu, Qingyang Li, Qinyu Chen, Qiushi Du, Qiwei Jiang, Rui Tian, Ruifan Xu, Ruijie Lu, Ruiling Xu, Ruiqi Ge, Ruisong Zhang, Ruizhe Pan, Runji Wang, Runqian Chen, Runqiu Yin, Runxin Xu, Ruomeng Shen, Ruoyu Zhang, Ruyi Chen, SH Liu, Shanghao Lu, Shangmian Sun, Shangyan Zhou, Shanhuang Chen, Shaofei Cai, Shaoheng Nie, Shaoqing Wu, Shaoyuan Chen, Shengding Hu, Shengyu Liu, Shiqiang Hu, Shirong Ma, Shiyu Wang, Shuiping Yu, Shunfeng Zhou, Shuting Pan, Shuying Yu, Songyang Zhou, Tao Ni, Tao Yun, Tian Jin, Tian Pei, Tian Ye, Tianle Lin, Tianran Ji, Tianyi Cui, Tianyuan Yue, Tingting Yu, Tun Wang, W Zhang, WL Xiao, Wangding Zeng, Wei An, Weilin Zhao, Wen Liu, Wenfeng Liang, Wenjie Pang, Wenjing Luo, Wenjing Yao, Wenjun Gao, Wenkai Yang, Wenlve Huang, Wenqing Hou, Wentao Zhang, Wenting Ma, Xi Gao, Xiang He, Xiangwen Wang, Xianzu Wang, Xiao Bi, Xiaodong Liu, Xiaohan Wang, Xiaokang Chen, Xiaokang Zhang, Xiaotao Nie, Xiaowen Sun, Xiaoxiang Wang, Xin Cheng, Xin Liu, Xin Xie, Xingchao Liu, Xingchen Liu, Xingkai Yu, Xingyou Li, Xinyu Yang, Xinyu Zhang, Xu Chen, Xuanyu Wang, Xuecheng Su, Xueyin Chen, Xuheng Lin, Xuwei Fu, YC Yan, YQ Wang, YW Ma, Yanfeng Luo, Yang Zhang, Yanhong Xu, Yanru Ma, Yanwen Huang, Yao Li, Yao Li, Yao Xu, Yao Zhao, Yaofeng Sun, Yaohui Wang, Yi Qian, Yi Shao, Yi Yu, Yichao Zhang, Yifan Ding, Yifan Shi, Yijia Wu, Yiliang Xiong, Yiling Ma, Ying He, Ying Tang, Ying Zhou, Yingjia Luo, Yinmin Zhong, Yishi Piao, Yisong Wang, Yixiang Zhang, Yixiao Chen, Yixuan Tan, Yixuan Wei, Yiyang Ma, Yiyuan Liu, Yonglun Yang, Yongqiang Guo, Yongtong Wu, Yu Wu, YuKun Li, Yuan Cheng, Yuan Ou, Yuanfan Xu, Yuanhao Li, Yuduan Wang, Yuehan Yang, Yuer Xu, Yuhan Wu, Yuhao Meng, Yuheng Zou, Yukun Zha, Yunfan Xiong, Yupeng Chen, Yuping Lin, Yuqian Cao, Yuqian Wang, Yushun Zhang, Yuting Yan, Yutong Lin, Yuxian Gu, Yuxiang Luo, Yuxiang You, Yuxuan Liu, Yuxuan Zhou, Yuyang Zhou, Yuzhen Huang, ZF Wu, Zehao Wang, Zehua Zhao, Zehui Ren, Zekai Zhang, Zhangli Sha, Zhe Fu, Zhe Ju, Zhean Xu, Zhenda Xie, Zhengyan Zhang, Zheren Gao, Zhewen Hao, Zhibin Gou, Zhicheng Ma, Zhigang Yan, Zhihong Shao, Zhixian Huang, Zhixuan Chen, Zhiyu Wu, Zhizhou Ren, Zhongyu Wu, Zhuoshu Li, Zhuping Zhang, Zian Xu, Zihao Wang, Zihua Qu, Zihui Gu, Zijia Zhu, Zilin Li, Zipeng Zhang, Ziwei Xie, Ziyi Gao, Ziyi Wan, Zizheng Pan, Zongqing Yao

arXiv preprint

2026

Near-Oracle KV Selection via Pre-hoc Sparsity for Long-Context Inference

Yifei Gao, Lei Wang, Rong-Cheng Tu, Qixin Zhang, Jun Cheng, Dacheng Tao

arXiv preprint

2026

DeepSeek Elastic Compute (DSec): A Sandbox Infrastructure for Effective Agentic Training at Scale

Jialiang Huang, Hongxuan Tang, Jingchang Chen, Yuxuan Liu, Yixiao Chen, Yuan Cheng, Yi Tao, Jingli Zhou, Yupeng Chen, Haoyu Chen, Jiarui Wang, Shengkai Lin, Chuqi Zhang, Bryan Lee Teng, Lian Guo, Zhe Fu, Wenjun Gao, Yisong Wang, Liang Zhao, Zehao Wang, Ziwei Xie, Yongqiang Guo, Peixin Cong, Ziyi Gao, Shuiping Yu, Hanwei Xu, Zuofan Wu, Zhizhou Ren, Yuyang Zhou, Bowei Zhang, Zhihuan Huang, Qihao Zhu, Lei Wang, Tianle Lin, Han Yu, Jiewen Hu, Dejian Yang, Shuo Yang, Shanghao Lu, Shaoyuan Chen, Junjie Qiu, Zhangli Sha, Yinmin Zhong, Yongtong Wu, Shiyu Wang, Wei Liu, Bingzheng Xu, Longhao Chen, Qiushi Du, Yuzhen Huang, Shirong Ma, Yaohui Wang, Mingshu Chen, Tongrui Xiong, Y. C. Yan, Haowen Luo, Haofen Liang, Xiaokang Zhang, Weihao Zeng, Runxin Xu, Peiyi Wang, Jinhua Zhu, Ruoyu Zhang, Wenkai Yang, Qi Tang, Jiping Yu, Tian Ye, Ruizhe Pan, Honghui Ding, Xiaodong Liu, Lingxiao Luo, Zhihong Shao, Yuhan Wu, Jibai Lu, Wen Liu, Haoling Zhang, Jingcheng Hu, Yaoyang Ye, Chaofan Lin, Zhaochen Zhang, Jianan Tong, Hengxu Wu, Zhihao Li, Yicheng Wang, Luyao Wang, Yuzhuo Bai, Lingyue Fu, Ruifan Xu, Y. Z. Wang, Zonglin Li, Mingqi Wei, Haiyang Shen, Chengyuan Zhang, Chao Jin, Zili Zhang, R. H. Yang, Xinbo Xu, Jian Zhou, Ruidong Zhu, Yuzhe Guo, Zelun Pan, Shaoheng Nie, Erhang Li, Shuhan Lin, Zheng Liu, Anshuo Chen, Zilong Lyu, Sinuo Cao, Rui Yu, Chuhao Wang, Junyi Guo, Junxiao Song, Kaifeng Chen, Menghao Ye, Junxian Li, Di Wu, Haiyang Ma, Yilun Wang, Haoran Yang, Yizai Cai, Shichun Liu, Yiping Wang, Junbo Sun, Shicheng Xu, Xiao Bi, Ying He, Yichao Zhang, Mingxing Zhang, Liyue Zhang, Panpan Huang, Wenfeng Liang

arXiv preprint

2026

LongCat-DeepResearch Technical Report

Meituan LongCat Team, He Zhu, Yue Xu, Wanli Wu, Haolin Ren, Yuxin Bian, Jiarui Zhao, Rongzhi Zhang, Quanchi Weng, Jinghao Cui, Yu Fan, Yuhan Liu, Yunhu Ye, Jiyuan Ren, Fengcheng Yuan, Zhao Yang, Jiacheng Zhang, Yuchuan Dai, Ruixuan Xiao, Haozhe Sun, Xiangyuan Liu, Cheng Sun, Yao Du, Yiming Hao, Hongbo Guo, Shuo He, Lei Wang, Xunliang Cai, Yan Chen, Fan Yang, Lingchuan Liu

arXiv preprint

2026

VideoAWR: Reinforcing Video Flow Models with Decoupled-Timestep Advantage-Weighted Rectification

Zheming Fu, Wenbin Ning, Ruizhe He, Wei Shang, Xiaoxiao Ma, Lianrui Mu, Chang Liu, Lei Wang, Siming Fu

arXiv preprint

2026

MAI-Gym: An Open All-in-One Platform for GUI Agent Evaluation and RL Training across Mobile and Computer Environments

Panrong Tong, Quyu Kong, Pengxiang Li, Tianyu Xia, Hanzhang Zhou, Lei Wang, Chenglin Cai, Long Li, Long Chen, Jianan Zhang, Zhengwen Zeng, Xu Zhang, Gongjie Zhang, Yue Wang, Steven Hoi

arXiv preprint

2026

MARA: A Multimodal Adaptive Retrieval-Augmented Framework for Document Question Answering

Hui Wu, Haoquan Zhai, Yuchen Li, Hengyi Cai, Peirong Zhang, Yidan Zhang, Lei Wang, Chunle Wang, Yingyan Hou, Shuaiqiang Wang, Dawei Yin

arXiv preprint

2026

HY-World 2.0: A Multi-Modal World Model for Reconstructing, Generating, and Simulating 3D Worlds

Team HY-World, Chenjie Cao, Xuhui Zuo, Zhenwei Wang, Yisu Zhang, Junta Wu, Zhenyang Liu, Yuning Gong, Yang Liu, Bo Yuan, Chao Zhang, Coopers Li, Dongyuan Guo, Fan Yang, Haiyu Zhang, Hang Cao, Jianchen Zhu, Jiaxin Lin, Jie Xiao, Jihong Zhang, Junlin Yu, Lei Wang, Lifu Wang, Lilin Wang, Linus, Minghui Chen, Peng He, Penghao Zhao, Qi Chen, Rui Chen, Rui Shao, Sicong Liu, Wangchen Qin, Xiaochuan Niu, Xiang Yuan, Yi Sun, Yifei Tang, Yifu Sun, Yihang Lian, Yonghao Tan, Yuhong Liu, Yuyang Yin, Zhiyuan Min, Tengfei Wang, Chunchao Guo

arXiv preprint

2026

AgentSkiller: Scaling Generalist Agent Intelligence through Semantically Integrated Cross-Domain Data Synthesis

Zexu Sun, Bokai Ji, Hengyi Cai, Shuaiqiang Wang, Lei Wang, Guangxia Li, Xu Chen

arXiv preprint

2026

BotDirector: Robot Storytelling Across the Symmetrical Reality with Multi-modal Interactions

Zhe Sun, Meng Wang, Lei Wang, Yuxi Wang, Wanxin Li, Yujia Peng, Zhenliang Zhang

arXiv preprint

DOI

2026

ForgeWM: Progressive Causal Training for Few-Step Action-Conditioned Video World Models

Xinye Li, Lingshuai Lin, Lei Wang, Liuzhou Zhang, Jialin Cui, Qingshan Li, Guanchu Wang, Qingbin Liu, Xi Chen, Jiang Bian, Wai Lam

arXiv preprint

2026

When to Adapt: Conditional Memory Adapters for Retention-Preserving Domain Specialization

Jiayu Hou, Lei Wang

arXiv preprint

2026

GeoSearcher: Anchor-Guided Progressive Reasoning for Remote Sensing Visual Grounding with Process Supervision

Dianyu Wang, Peirong Zhang, Xuyang Li, Xiaoxuan Liu, Lei Wang

arXiv preprint

2026

Learning to Revise Reasoning with Segment-wise On-Policy Distillation

Yuxiang Zhang, Ding Cao, Shuting Cui, Lei Wang, Weijieying Ren, Tianxiang Zhao

arXiv preprint

2026

SemDINO: Foundation Prior-Guided Cross-Temporal Semantic Alignment Network for Remote Sensing Change Detection

Xinyu Tong, Meihua Zhou, Jinxiao Sun, Zaiyan Zhang, Hongruixuan Chen, Lei Wang

arXiv preprint

2026

Graph-Supervised Hierarchical Clinical Alignment for Radiology Report Generation with Large Language Models

Yingshu Li, Yunyi Liu, Zhanyu Wang, Zailong Chen, Lingqiao Liu, Lei Wang, Luping Zhou

arXiv preprint

2026

GRASP: Granularity-Aware Region Alignment and Semantic Prototype Learning for Fine-Grained Cross-Modal Understanding in Drone Views

Jiahui Cui, Yan Zhao, Kan Wei, Enze Zhu, Peirong Zhang, Lei Wang, Yiru Wang

arXiv preprint

2026

MotionScape: A Motion-Stratified UAV Video Benchmark for World Modeling and Future Video Generation

Zile Guo, Zhan Chen, Xiaoxuan Liu, Enze Zhu, Kan Wei, Yongkang Zou, Sijia Ma, Lei Wang

arXiv preprint

2026

RePose: A Real-Time 3D Human Pose Estimation and Biomechanical Analysis Framework for Rehabilitation

Junxiao Xue, Pavel Smirnov, Ziao Li, Yunyun Shi, Shi Chen, Xinyi Yin, Xiaohan Yue, Lei Wang, Yiduo Wang, Feng Lin, Yijia Chen, Xiao Ma, Xiaoran Yan, Qing Zhang, Fengjian Xue, Xuecheng Wu

arXiv preprint

2026

LaST-HD: Learning Latent Physical Reasoning from Scalable Human Data for Robot Manipulation

Jiaming Liu, Yinxi Wang, Chenyang Gu, Siyuan Qian, Xiangju Mi, Hao Chen, Jiawei Chen, Qingpo Wuwu, Xiaoqi Li, Nuowei Han, Yiming Zhang, Xuheng Zhang, Yang Yue, Yeqing Yang, Lei Wang, Peng Jia, Hao Tang, Shanghang Zhang

arXiv preprint

2026

Biologically Inspired Event-Based Perception and Sample-Efficient Learning for High-Speed Table Tennis Robots

Ziqi Wang, Jingyue Zhao, Xun Xiao, Jichao Yang, Yaohua Wang, Shi Xu, Lei Wang, Huadong Dai

arXiv preprint

2026

UrbanAlign: Post-hoc Semantic Calibration for VLM-Human Preference Alignment

Yecheng Zhang, Rong Zhao, Zhizhou Sha, Yong Li, Lei Wang, Ce Hou, Wen Ji, Hao Huang, Yunshan Wan, Jian Yu, Junhao Xia, Yuru Zhang, Chunlei Shi

arXiv preprint

2026

Structured Hyperedge Adaptation for Parameter-Efficient Fine-Tuning of Vision Transformers

Edwin Kwadwo Tenagyei, Lei Wang, Ugochukwu Ejike Akpudo, Jun Zhou, Yongsheng Gao

arXiv preprint

2026

Temporally-Aligned Evaluation for Audio-Driven Talking Head Generation

Zhicheng Zhang, Lei Wang, Yu Zhang, Yongsheng Gao

arXiv preprint

2026

Oracle Noise: Faster Semantic Spherical Alignment for Interpretable Latent Optimization

Haosen Li, Wenshuo Chen, Lei Wang, Shaofeng Liang, Haozhe Jia, Yutao Yue

arXiv preprint

2026

Breaking the Structural Identity: Personalized Federated LoRA Fine-tuning under Rank Heterogeneity

Lei Wang, Jieming Bian, Letian Zhang, Jie Xu

arXiv preprint

2026

Test-Time Self-Adaptive Conditioning for Stable Audio-Driven Talking-Head Generation

Zhicheng Zhang, Lei Wang, Yu Zhang, Yongsheng Gao

arXiv preprint

2026

RefAlign: Representation Alignment for Reference-to-Video Generation

Lei Wang, YuXin Song, Ge Wu, Haocheng Feng, Hang Zhou, Jingdong Wang, Yaxing Wang, Jian Yang

arXiv preprint

2026

MiroEval: Benchmarking Multimodal Deep Research Agents in Process and Outcome

Fangda Ye, Yuxin Hu, Pengxiang Zhu, Yibo Li, Ziqi Jin, Yao Xiao, Yibo Wang, Lei Wang, Zhen Zhang, Lu Wang, Yue Deng, Bin Wang, Yifan Zhang, Liangcai Su, Xinyu Wang, He Zhao, Chen Wei, Qiang Ren, Bryan Hooi, An Bo, Shuicheng Yan, Lidong Bing

arXiv preprint

2026

Delta Score Matters! Spatial Adaptive Multi Guidance in Diffusion Models

Haosen Li, Wenshuo Chen, Lei Wang, Shaofeng Liang, Bowen Tian, Soning Lai, Yutao Yue

arXiv preprint

2025

OpenHuman4D: Open-Vocabulary 4D Human Parsing

Keito Suzuki, Bang Du, Runfa Blark Li, Kunyao Chen, Lei Wang, Peng Liu, Ning Bi, Truong Nguyen

arXiv preprint

2025

Correlative and Discriminative Label Grouping for Multi-Label Visual Prompt Tuning

LeiLei Ma, Shuo Xu, MingKun Xie, Lei Wang, Dengdi Sun, Haifeng Zhao

arXiv preprint

2025

Design of an Expression Recognition Solution Based on the Global Channel-Spatial Attention Mechanism and Proportional Criterion Fusion

Jun Yu, Yang Zheng, Lei Wang, Yongqi Wang, Shengfan Xu

arXiv preprint

2025

ChartReasoner: Code-Driven Modality Bridging for Long-Chain Reasoning in Chart Question Answering

Caijun Jia, Nan Xu, Jingxuan Wei, Qingli Wang, Lei Wang, Bihui Yu, Junnan Zhu

arXiv preprint

2025

LabelGS: Label-Aware 3D Gaussian Splatting for 3D Scene Segmentation

Yupeng Zhang, Dezhi Zheng, Ping Lu, Han Zhang, Lei Wang, Liping xiang, Cheng Luo, Kaijun Deng, Xiaowen Fu, Linlin Shen, Jinbao Wang

arXiv preprint

2025

Hunyuan3D Studio: End-to-End AI Pipeline for Game-Ready 3D Asset Generation

Biwen Lei, Yang Li, Xinhai Liu, Shuhui Yang, Lixin Xu, Jingwei Huang, Ruining Tang, Haohan Weng, Jian Liu, Jing Xu, Zhen Zhou, Yiling Zhu, Jiankai Xing, Jiachen Xu, Changfeng Ma, Xinhao Yan, Yunhan Yang, Chunshi Wang, Duoteng Xu, Xueqi Ma, Yuguang Chen, Jing Li, Mingxin Yang, Sheng Zhang, Yifei Feng, Xin Huang, Di Luo, Zebin He, Puhua Jiang, Changrong Hu, Zihan Qin, Shiwei Miao, Haolin Liu, Yunfei Zhao, Zeqiang Lai, Qingxiang Lin, Zibo Zhao, Kunhong Li, Xianghui Yang, Huiwen Shi, Xin Yang, Yuxuan Wang, Zebin Yao, Yihang Lian, Sicong Liu, Xintong Han, Wangchen Qin, Caisheng Ouyang, Jianyin Liu, Tianwen Yuan, Shuai Jiang, Hong Duan, Yanqi Niu, Wencong Lin, Yifu Sun, Shirui Huang, Lin Niu, Gu Gong, Guojian Xiao, Bojian Zheng, Xiang Yuan, Qi Chen, Jie Xiao, Dongyang Zheng, Xiaofeng Yang, Kai Liu, Jianchen Zhu, Lifu Wang, Qinglin Lu, Jie Liu, Liang Dong, Fan Jiang, Ruibin Chen, Lei Wang, Chao Zhang, Jiaxin Lin, Hao Zhang, Zheng Ye, Peng He, Runzhou Wu, Yinhe Wu, Jiayao Du, Jupeng Chen, Xinyue Mao, Dongyuan Guo, Yixuan Tang, Yulin Tsai, Yonghao Tan, Jiaao Yu, Junlin Yu, Keren Zhang, Yifan Li, Peng Chen, Tian Liu, Di Wang, Yuhong Liu, Linus, Jie Jiang, Zhuo Chen, Chunchao Guo

arXiv preprint

2025

RAPTOR: Real-Time High-Resolution UAV Video Prediction with Efficient Video Attention

Zhan Chen, Zile Guo, Enze Zhu, Peirong Zhang, Xiaoxuan Liu, Lei Wang, Yidan Zhang

arXiv preprint

2025

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning

Wenjie Li, Yujie Zhang, Haoran Sun, Yueqi Li, Fanrui Zhang, Mengzhe Xu, Victoria Borja Clausich, Sade Mellin, Renhao Yang, Chenrun Wang, Jethro Zih-Shuo Wang, Shiyi Yao, Gen Li, Yidong Xu, Hanyu Wang, Yilin Huang, Angela Lin Wang, Chen Shi, Yin Zhang, Jianan Guo, Luqi Yang, Renxuan Li, Yang Xu, Jiawei Liu, Yao Zhang, Lei Liu, Carlos Gutiérrez SanRomán, Lei Wang

arXiv preprint

2025

HunyuanWorld 1.0: Generating Immersive, Explorable, and Interactive 3D Worlds from Words or Pixels

HunyuanWorld Team, Zhenwei Wang, Yuhao Liu, Junta Wu, Zixiao Gu, Haoyuan Wang, Xuhui Zuo, Tianyu Huang, Wenhuan Li, Sheng Zhang, Yihang Lian, Yulin Tsai, Lifu Wang, Sicong Liu, Puhua Jiang, Xianghui Yang, Dongyuan Guo, Yixuan Tang, Xinyue Mao, Jiaao Yu, Junlin Yu, Jihong Zhang, Meng Chen, Liang Dong, Yiwen Jia, Chao Zhang, Yonghao Tan, Hao Zhang, Zheng Ye, Peng He, Runzhou Wu, Minghui Chen, Zhan Li, Wangchen Qin, Lei Wang, Yifu Sun, Lin Niu, Xiang Yuan, Xiaofeng Yang, Yingping He, Jie Xiao, Yangyu Tao, Jianchen Zhu, Jinbao Xue, Kai Liu, Chongqing Zhao, Xinming Wu, Tian Liu, Peng Chen, Di Wang, Yuhong Liu, Linus, Jie Jiang, Tengfei Wang, Chunchao Guo

arXiv preprint

2025

RadReason: Radiology Report Evaluation Metric with Reasons and Sub-Scores

Yingshu Li, Yunyi Liu, Lingqiao Liu, Lei Wang, Luping Zhou

arXiv preprint

2025

Beyond Existance: Fulfill 3D Reconstructed Scenes with Pseudo Details

Yifei Gao, Jun Huang, Lei Wang, Ruiting Dai, Jun Cheng

arXiv preprint

2025

MagicView: Multi-View Consistent Identity Customization via Priors-Guided In-Context Learning

Hengjia Li, Jianjin Xu, Keli Cheng, Lei Wang, Ning Bi, Boxi Wu, Fernando De la Torre, Deng Cai

arXiv preprint

2025

GeoViS: Geospatially Rewarded Visual Search for Remote Sensing Visual Grounding

Peirong Zhang, Yidan Zhang, Luxiao Xu, Jinliang Lin, Zonghao Guo, Fengxiang Wang, Xue Yang, Kaiwen Wei, Lei Wang

arXiv preprint

2025

Representation Entanglement for Generation: Training Diffusion Transformers Is Much Easier Than You Think

Ge Wu, Shen Zhang, Ruijing Shi, Shanghua Gao, Zhenyuan Chen, Lei Wang, Zhaowei Chen, Hongcheng Gao, Yao Tang, Jian Yang, Ming-Ming Cheng, Xiang Li

arXiv preprint

2025

S-RRG-Bench: Structured Radiology Report Generation with Fine-Grained Evaluation Framework

Yingshu Li, Yunyi Liu, Zhanyu Wang, Xinyu Liang, Lingqiao Liu, Lei Wang, Luping Zhou

arXiv preprint

2025

Scalable Chain of Thoughts via Elastic Reasoning

Yuhui Xu, Hanze Dong, Lei Wang, Doyen Sahoo, Junnan Li, Caiming Xiong

arXiv preprint

2025

Multimodal Federated Learning: A Survey through the Lens of Different FL Paradigms

Yuanzhe Peng, Jieming Bian, Lei Wang, Yin Huang, Jie Xu

arXiv preprint

2025

A Survey on Test-Time Scaling in Large Language Models: What, How, Where, and How Well?

Qiyuan Zhang, Fuyuan Lyu, Zexu Sun, Lei Wang, Weixu Zhang, Wenyue Hua, Haolun Wu, Zhihan Guo, Yufei Wang, Niklas Muennighoff, Irwin King, Xue Liu, Chen Ma

arXiv preprint

2025

PRIV-QA: Privacy-Preserving Question Answering for Cloud Large Language Models

Guangwei Li, Yuansen Zhang, Yinggui Wang, Shoumeng Yan, Lei Wang, Tao Wei

arXiv preprint

2025

Hunyuan-TurboS: Advancing Large Language Models through Mamba-Transformer Synergy and Adaptive Chain-of-Thought

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arXiv preprint

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Truth in the Few: High-Value Data Selection for Efficient Multi-Modal Reasoning

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arXiv preprint

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Reward Models Identify Consistency, Not Causality

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arXiv preprint

2025

Multimodal Fine-grained Reasoning for Post Quality Evaluation

Xiaoxu Guo, Siyan Liang, Yachao Cui, Juxiang Zhou, Lei Wang, Han Cao

arXiv preprint

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CoDiff: Conditional Diffusion Model for Collaborative 3D Object Detection

Zhe Huang, Shuo Wang, Yongcai Wang, Lei Wang

arXiv preprint

2025

TIDE: Achieving Balanced Subject-Driven Image Generation via Target-Instructed Diffusion Enhancement

Jibai Lin, Bo Ma, Yating Yang, Xi Zhou, Rong Ma, Turghun Osman, Ahtamjan Ahmat, Rui Dong, Lei Wang

arXiv preprint

2025

HunyuanVideo 1.5 Technical Report

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arXiv preprint

2025

Interactive Multimodal Fusion with Temporal Modeling

Jun Yu, Yongqi Wang, Lei Wang, Yang Zheng, Shengfan Xu

arXiv preprint

2025

One-Way Ticket:Time-Independent Unified Encoder for Distilling Text-to-Image Diffusion Models

Senmao Li, Lei Wang, Kai Wang, Tao Liu, Jiehang Xie, Joost van de Weijer, Fahad Shahbaz Khan, Shiqi Yang, Yaxing Wang, Jian Yang

arXiv preprint

2025

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering

Jingxuan Wei, Nan Xu, Junnan Zhu, Yanni Hao, Gaowei Wu, Bihui Yu, Lei Wang

arXiv preprint

2025

A Survey on Parameter-Efficient Fine-Tuning for Foundation Models in Federated Learning

Jieming Bian, Yuanzhe Peng, Lei Wang, Yin Huang, Jie Xu

arXiv preprint

2025

A Review of Longitudinal Radiology Report Generation: Dataset Composition, Methods, and Performance Evaluation

Shaoyang Zhou, Yingshu Li, Yunyi Liu, Lingqiao Liu, Lei Wang, Luping Zhou

arXiv preprint

2025

FedALT: Federated Fine-Tuning through Adaptive Local Training with Rest-of-World LoRA

Jieming Bian, Lei Wang, Letian Zhang, Jie Xu

arXiv preprint

2025

A Lightweight Multi-Scale Attention Framework for Real-Time Spinal Endoscopic Instance Segmentation

Qi Lai, JunYan Li, Qiang Cai, Lei Wang, Tao Yan, XiaoKun Liang

arXiv preprint

2025

What Makes Reasoning Invalid: Echo Reflection Mitigation for Large Language Models

Chen He, Xun Jiang, Lei Wang, Hao Yang, Chong Peng, Peng Yan, Fumin Shen, Xing Xu

arXiv preprint

2025

On Meta-Evaluation

Hongxiao Li, Chenxi Wang, Fanda Fan, Zihan Wang, Wanling Gao, Lei Wang, Jianfeng Zhan

arXiv preprint

2025

MCP-SafetyBench: A Benchmark for Safety Evaluation of Large Language Models with Real-World MCP Servers

Xuanjun Zong, Zhiqi Shen, Lei Wang, Yunshi Lan, Chao Yang

arXiv preprint

2025

AdaptCLIP: Adapting CLIP for Universal Visual Anomaly Detection

Bin-Bin Gao, Yue Zhou, Jiangtao Yan, Yuezhi Cai, Weixi Zhang, Meng Wang, Jun Liu, Yong Liu, Lei Wang, Chengjie Wang

arXiv preprint

2025

MLLM-Driven Semantic Identifier Generation for Generative Cross-Modal Retrieval

Tianyuan Li, Lei Wang, Ahtamjan Ahmat, Yating Yang, Bo Ma, Rui Dong, Bangju Han

arXiv preprint

2025

Puzzles: Unbounded Video-Depth Augmentation for Scalable End-to-End 3D Reconstruction

Jiahao Ma, Lei Wang, Miaomiao liu, David Ahmedt-Aristizabal, Chuong Nguyen

arXiv preprint

2025

Free-T2M: Robust Text-to-Motion Generation for Humanoid Robots via Frequency-Domain

Wenshuo Chen, Haozhe Jia, Songning Lai, Lei Wang, Yuqi Lin, Hongru Xiao, Lijie Hu, Yutao Yue

arXiv preprint

2025

Evolving Skeletons: Motion Dynamics in Action Recognition

Jushang Qiu, Lei Wang

arXiv preprint

DOI

2025

AP-CAP: Advancing High-Quality Data Synthesis for Animal Pose Estimation via a Controllable Image Generation Pipeline

Lei Wang, Yujie Zhong, Xiaopeng Sun, Jingchun Cheng, Chengjian Feng, Qiong Cao, Lin Ma, Zhaoxin Fan

arXiv preprint

2025

Prototype-Guided Curriculum Learning for Zero-Shot Learning

Lei Wang, Shiming Chen, Guo-Sen Xie, Ziming Hong, Chaojian Yu, Qinmu Peng, Xinge You

arXiv preprint

2025

Not All Parameters Matter: Masking Diffusion Models for Enhancing Generation Ability

Lei Wang, Senmao Li, Fei Yang, Jianye Wang, Ziheng Zhang, Yuhan Liu, Yaxing Wang, Jian Yang

arXiv preprint

2025

SEReDeEP: Hallucination Detection in Retrieval-Augmented Models via Semantic Entropy and Context-Parameter Fusion

Lei Wang

arXiv preprint

2025

FreqSelect: Frequency-Aware fMRI-to-Image Reconstruction

Junliang Ye, Lei Wang, Md Zakir Hossain

arXiv preprint

2025

Dynamic Hologram Generation with Automatic Differentiation

Xing-Yu Zhang, Yu-Qing Wang, Angrui Du, Han Wang, Lei Wang, Jinguo Liu

arXiv preprint

DOI

2025

Video Understanding by Design: How Datasets Shape Video Models

Lei Wang, Syuan-Hao Li, Piotr Koniusz, Yongsheng Gao

arXiv preprint

2025

SRLoRA: Subspace Recomposition in Low-Rank Adaptation via Importance-Based Fusion and Reinitialization

Haodong Yang, Lei Wang, Md Zakir Hossain

arXiv preprint

2025

POLARIS: Projection-Orthogonal Least Squares for Robust and Adaptive Inversion in Diffusion Models

Wenshuo Chen, Haosen Li, Shaofeng Liang, Lei Wang, Haozhe Jia, Kaishen Yuan, Jieming Wu, Bowen Tian, Yutao Yue

arXiv preprint

2024

NUMCoT: Numerals and Units of Measurement in Chain-of-Thought Reasoning using Large Language Models

Ancheng Xu, Minghuan Tan, Lei Wang, Min Yang, Ruifeng Xu

arXiv preprint

2024

Bridging the Gap: Aligning Text-to-Image Diffusion Models with Specific Feedback

Xuexiang Niu, Jinping Tang, Lei Wang, Ge Zhu

arXiv preprint

2024

MoManifold: Learning to Measure 3D Human Motion via Decoupled Joint Acceleration Manifolds

Ziqiang Dang, Tianxing Fan, Boming Zhao, Xujie Shen, Lei Wang, Guofeng Zhang, Zhaopeng Cui

arXiv preprint

2024

View-decoupled Transformer for Person Re-identification under Aerial-ground Camera Network

Quan Zhang, Lei Wang, Vishal M. Patel, Xiaohua Xie, Jianhuang Lai

arXiv preprint

2024

Attention-driven GUI Grounding: Leveraging Pretrained Multimodal Large Language Models without Fine-Tuning

Hai-Ming Xu, Qi Chen, Lei Wang, Lingqiao Liu

arXiv preprint

2024

YuLan: An Open-source Large Language Model

Yutao Zhu, Kun Zhou, Kelong Mao, Wentong Chen, Yiding Sun, Zhipeng Chen, Qian Cao, Yihan Wu, Yushuo Chen, Feng Wang, Lei Zhang, Junyi Li, Xiaolei Wang, Lei Wang, Beichen Zhang, Zican Dong, Xiaoxue Cheng, Yuhan Chen, Xinyu Tang, Yupeng Hou, Qiangqiang Ren, Xincheng Pang, Shufang Xie, Wayne Xin Zhao, Zhicheng Dou, Jiaxin Mao, Yankai Lin, Ruihua Song, Jun Xu, Xu Chen, Rui Yan, Zhewei Wei, Di Hu, Wenbing Huang, Ze-Feng Gao, Yueguo Chen, Weizheng Lu, Ji-Rong Wen

arXiv preprint

2024

Unsupervised Monocular Depth Estimation Based on Hierarchical Feature-Guided Diffusion

Runze Liu, Dongchen Zhu, Guanghui Zhang, Yue Xu, Wenjun Shi, Xiaolin Zhang, Lei Wang, Jiamao Li

arXiv preprint

2024

Bootstrap-GS: Self-Supervised Augmentation for High-Fidelity Gaussian Splatting

Yifei Gao, Kerui Ren, Jie Ou, Lei Wang, Jiaji Wu, Jun Cheng

arXiv preprint

2024

ThinK: Thinner Key Cache by Query-Driven Pruning

Yuhui Xu, Zhanming Jie, Hanze Dong, Lei Wang, Xudong Lu, Aojun Zhou, Amrita Saha, Caiming Xiong, Doyen Sahoo

arXiv preprint

2024

KARGEN: Knowledge-enhanced Automated Radiology Report Generation Using Large Language Models

Yingshu Li, Zhanyu Wang, Yunyi Liu, Lei Wang, Lingqiao Liu, Luping Zhou

arXiv preprint

2024

MMRole: A Comprehensive Framework for Developing and Evaluating Multimodal Role-Playing Agents

Yanqi Dai, Huanran Hu, Lei Wang, Shengjie Jin, Xu Chen, Zhiwu Lu

arXiv preprint

2024

Adaptive Hybrid Masking Strategy for Privacy-Preserving Face Recognition Against Model Inversion Attack

Yinggui Wang, Yuanqing Huang, Jianshu Li, Le Yang, Kai Song, Lei Wang

arXiv preprint

2024

Inference Attacks Against Face Recognition Model without Classification Layers

Yuanqing Huang, Huilong Chen, Yinggui Wang, Lei Wang

arXiv preprint

2024

Prioritizing Modalities: Flexible Importance Scheduling in Federated Multimodal Learning

Jieming Bian, Lei Wang, Jie Xu

arXiv preprint

2024

LoRA-FAIR: Federated LoRA Fine-Tuning with Aggregation and Initialization Refinement

Jieming Bian, Lei Wang, Letian Zhang, Jie Xu

arXiv preprint

2024

Quo Vadis, Anomaly Detection? LLMs and VLMs in the Spotlight

Xi Ding, Lei Wang

arXiv preprint

2024

TrackNetV4: Enhancing Fast Sports Object Tracking with Motion Attention Maps

Arjun Raj, Lei Wang, Tom Gedeon

arXiv preprint

2024

Perceptual Constancy Constrained Single Opinion Score Calibration for Image Quality Assessment

Lei Wang, Desen Yuan

arXiv preprint

2024

SATO: Stable Text-to-Motion Framework

Wenshuo Chen, Hongru Xiao, Erhang Zhang, Lijie Hu, Lei Wang, Mengyuan Liu, Chen Chen

arXiv preprint

DOI

2024

Learnable Expansion of Graph Operators for Multi-Modal Feature Fusion

Dexuan Ding, Lei Wang, Liyun Zhu, Tom Gedeon, Piotr Koniusz

arXiv preprint

2024

Advancing Video Anomaly Detection: A Concise Review and a New Dataset

Liyun Zhu, Lei Wang, Arjun Raj, Tom Gedeon, Chen Chen

arXiv preprint

2024

Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning

Weijieying Ren, Xinlong Li, Lei Wang, Tianxiang Zhao, Wei Qin

arXiv preprint

2024

Gradient-Aware Logit Adjustment Loss for Long-tailed Classifier

Fan Zhang, Wei Qin, Weijieying Ren, Lei Wang, Zetong Chen, Richang Hong

arXiv preprint

2023

Learning Partial Correlation based Deep Visual Representation for Image Classification

Saimunur Rahman, Piotr Koniusz, Lei Wang, Luping Zhou, Peyman Moghadam, Changming Sun

arXiv preprint

2023

MonoPGC: Monocular 3D Object Detection with Pixel Geometry Contexts

Zizhang Wu, Yuanzhu Gan, Lei Wang, Guilian Chen, Jian Pu

arXiv preprint

2023

Semantic-Aware Dual Contrastive Learning for Multi-label Image Classification

Leilei Ma, Dengdi Sun, Lei Wang, Haifeng Zhao, Bin Luo

arXiv preprint

2023

METransformer: Radiology Report Generation by Transformer with Multiple Learnable Expert Tokens

Zhanyu Wang, Lingqiao Liu, Lei Wang, Luping Zhou

arXiv preprint

2023

Pay Attention to What You Need

Yifei Gao, Shaohong Chen, Lei Wang, Ruiting Dai, Ziyun Zhang, Kerui Ren, Jiaji Wu, Jun Cheng

arXiv preprint

2023

R$^3$ Prompting: Review, Rephrase and Resolve for Chain-of-Thought Reasoning in Large Language Models under Noisy Context

Qingyuan Tian, Hanlun Zhu, Lei Wang, Yang Li, Yunshi Lan

arXiv preprint

2023

A Systematic Evaluation of GPT-4V's Multimodal Capability for Medical Image Analysis

Yingshu Li, Yunyi Liu, Zhanyu Wang, Xinyu Liang, Lei Wang, Lingqiao Liu, Leyang Cui, Zhaopeng Tu, Longyue Wang, Luping Zhou

arXiv preprint

2023

A Two-stage Personalized Virtual Try-on Framework with Shape Control and Texture Guidance

Shufang Zhang, Minxue Ni, Lei Wang, Wenxin Ding, Shuai Chen, Yuhong Liu

arXiv preprint

2023

ReDirTrans: Latent-to-Latent Translation for Gaze and Head Redirection

Shiwei Jin, Zhen Wang, Lei Wang, Ning Bi, Truong Nguyen

arXiv preprint

2023

Automatic Radiology Report Generation by Learning with Increasingly Hard Negatives

Bhanu Prakash Voutharoja, Lei Wang, Luping Zhou

arXiv preprint

2023

HiH: A Multi-modal Hierarchy in Hierarchy Network for Unconstrained Gait Recognition

Lei Wang, Bo Liu, Yinchi Ma, Fangfang Liang, Nawei Guo

arXiv preprint

2023

Mitigating Fine-Grained Hallucination by Fine-Tuning Large Vision-Language Models with Caption Rewrites

Lei Wang, Jiabang He, Shenshen Li, Ning Liu, Ee-Peng Lim

arXiv preprint

2023

Head-Tail Cooperative Learning Network for Unbiased Scene Graph Generation

Lei Wang, Zejian Yuan, Yao Lu, Badong Chen

arXiv preprint

2023

Learning with Noisy Low-Cost MOS for Image Quality Assessment via Dual-Bias Calibration

Lei Wang, Qingbo Wu, Desen Yuan, King Ngi Ngan, Hongliang Li, Fanman Meng, Linfeng Xu

arXiv preprint

2023

3Mformer: Multi-order Multi-mode Transformer for Skeletal Action Recognition

Lei Wang, Piotr Koniusz

arXiv preprint

2023

Do-GOOD: Towards Distribution Shift Evaluation for Pre-Trained Visual Document Understanding Models

Jiabang He, Yi Hu, Lei Wang, Xing Xu, Ning Liu, Hui Liu, Heng Tao Shen

arXiv preprint

2023

D3L: Decomposition of 3D Rotation and Lift from 2D Joint to 3D for Human Mesh Recovery

Xiaoyang Hao, Han Li, Jun Cheng, Lei Wang

arXiv preprint

2022

Time-rEversed diffusioN tEnsor Transformer: A new TENET of Few-Shot Object Detection

Shan Zhang, Naila Murray, Lei Wang, Piotr Koniusz

arXiv preprint

2022

Contrastive Centroid Supervision Alleviates Domain Shift in Medical Image Classification

Wenshuo Zhou, Dalu Yang, Binghong Wu, Yehui Yang, Junde Wu, Xiaorong Wang, Lei Wang, Haifeng Huang, Yanwu Xu

arXiv preprint

2022

Instance Image Retrieval by Learning Purely From Within the Dataset

Zhongyan Zhang, Lei Wang, Yang Wang, Luping Zhou, Jianjia Zhang, Peng Wang, Fang Chen

arXiv preprint

2022

Two-stream Hierarchical Similarity Reasoning for Image-text Matching

Ran Chen, Hanli Wang, Lei Wang, Sam Kwong

arXiv preprint

2022

S2WAT: Image Style Transfer via Hierarchical Vision Transformer using Strips Window Attention

Chiyu Zhang, Xiaogang Xu, Lei Wang, Zaiyan Dai, Jun Yang

arXiv preprint

2022

A Unified Framework for Contrastive Learning from a Perspective of Affinity Matrix

Wenbin Li, Meihao Kong, Xuesong Yang, Lei Wang, Jing Huo, Yang Gao, Jiebo Luo

arXiv preprint

2021

StyTr$^2$: Image Style Transfer with Transformers

Yingying Deng, Fan Tang, Weiming Dong, Chongyang Ma, Xingjia Pan, Lei Wang, Changsheng Xu

arXiv preprint

2021

Learning Class-Agnostic Pseudo Mask Generation for Box-Supervised Semantic Segmentation

Chaohao Xie, Dongwei Ren, Lei Wang, Wangmeng Zuo

arXiv preprint

2021

Hand Image Understanding via Deep Multi-Task Learning

Xiong Zhang, Hongsheng Huang, Jianchao Tan, Hongmin Xu, Cheng Yang, Guozhu Peng, Lei Wang, Ji Liu

arXiv preprint

2021

Unsupervised Domain Generalization for Person Re-identification: A Domain-specific Adaptive Framework

Lei Qi, Jiaqi Liu, Lei Wang, Yinghuan Shi, Xin Geng

arXiv preprint

2021

Analysis and Evaluation of Kinect-based Action Recognition Algorithms

Lei Wang

arXiv preprint

2021

A hierarchical residual network with compact triplet-center loss for sketch recognition

Lei Wang, Shihui Zhang, Huan He, Xiaoxiao Zhang, Yu Sang

arXiv preprint

2021

Fusing Higher-order Features in Graph Neural Networks for Skeleton-based Action Recognition

Zhenyue Qin, Yang Liu, Pan Ji, Dongwoo Kim, Lei Wang, Bob McKay, Saeed Anwar, Tom Gedeon

arXiv preprint

2021

Progressive Hard-case Mining across Pyramid Levels for Object Detection

Binghong Wu, Yehui Yang, Dalu Yang, Junde Wu, Xiaorong Wang, Haifeng Huang, Lei Wang, Yanwu Xu

arXiv preprint

2021

Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification

Peng Wang, Kai Han, Xiu-Shen Wei, Lei Zhang, Lei Wang

arXiv preprint

2021

LibFewShot: A Comprehensive Library for Few-shot Learning

Wenbin Li, Ziyi, Wang, Xuesong Yang, Chuanqi Dong, Pinzhuo Tian, Tiexin Qin, Jing Huo, Yinghuan Shi, Lei Wang, Yang Gao, Jiebo Luo

arXiv preprint

2020

w-Net: Dual Supervised Medical Image Segmentation Model with Multi-Dimensional Attention and Cascade Multi-Scale Convolution

Bo Wang, Lei Wang, Junyang Chen, Zhenghua Xu, Thomas Lukasiewicz, Zhigang Fu

arXiv preprint

2020

Robust Collaborative Learning of Patch-level and Image-level Annotations for Diabetic Retinopathy Grading from Fundus Image

Yehui Yang, Fangxin Shang, Binghong Wu, Dalu Yang, Lei Wang, Yanwu Xu, Wensheng Zhang, Tianzhu Zhang

arXiv preprint

2020

SeqXFilter: A Memory-efficient Denoising Filter for Dynamic Vision Sensors

Shasha Guo, Lei Wang, Xiaofan Chen, Limeng Zhang, Ziyang Kang, Weixia Xu

arXiv preprint

2020

Residual-CycleGAN based Camera Adaptation for Robust Diabetic Retinopathy Screening

Dalu Yang, Yehui Yang, Tiantian Huang, Binghong Wu, Lei Wang, Yanwu Xu

arXiv preprint

2020

DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation

Xiong Zhang, Hongmin Xu, Hong Mo, Jianchao Tan, Cheng Yang, Lei Wang, Wenqi Ren

arXiv preprint

2019

Differentiable Meta-learning Model for Few-shot Semantic Segmentation

Pinzhuo Tian, Zhangkai Wu, Lei Qi, Lei Wang, Yinghuan Shi, Yang Gao

arXiv preprint

2019

Coupled CycleGAN: Unsupervised Hashing Network for Cross-Modal Retrieval

Chao Li, Cheng Deng, Lei Wang, De Xie, Xianglong Liu

arXiv preprint

2019

Progressive Cross-camera Soft-label Learning for Semi-supervised Person Re-identification

Lei Qi, Lei Wang, Jing Huo, Yinghuan Shi, Yang Gao

arXiv preprint

2019

Deep Learning based HEp-2 Image Classification: A Comprehensive Review

Saimunur Rahman, Lei Wang, Changming Sun, Luping Zhou

arXiv preprint

DOI

2019

A Semantic-based Medical Image Fusion Approach

Fanda Fan, Yunyou Huang, Lei Wang, Xingwang Xiong, Zihan Jiang, Zhifei Zhang, Jianfeng Zhan

arXiv preprint

2019

Loss Switching Fusion with Similarity Search for Video Classification

Lei Wang, Du Q. Huynh, Moussa Reda Mansour

arXiv preprint

2019

Region-wise Generative Adversarial ImageInpainting for Large Missing Areas

Yuqing Ma, Xianglong Liu, Shihao Bai, Lei Wang, Aishan Liu, Dacheng Tao, Edwin Hancock

arXiv preprint

2019

Adversarial Camera Alignment Network for Unsupervised Cross-camera Person Re-identification

Lei Qi, Lei Wang, Jing Huo, Yinghuan Shi, Xin Geng, Yang Gao

arXiv preprint

2018

Ensemble One-dimensional Convolution Neural Networks for Skeleton-based Action Recognition

Yangyang Xu, Lei Wang

arXiv preprint

DOI

2018

Aerial Imagery for Roof Segmentation: A Large-Scale Dataset towards Automatic Mapping of Buildings

Qi Chen, Lei Wang, Yifan Wu, Guangming Wu, Zhiling Guo, Steven L. Waslander

arXiv preprint

DOI

2018

Wider Channel Attention Network for Remote Sensing Image Super-resolution

Jun Gu, Guangluan Xu, Yue Zhang, Xian Sun, Ran Wen, Lei Wang

arXiv preprint

2018

SDFN: Segmentation-based Deep Fusion Network for Thoracic Disease Classification in Chest X-ray Images

Han Liu, Lei Wang, Yandong Nan, Faguang Jin, Qi Wang, Jiantao Pu

arXiv preprint

DOI

2018

Monge-Ampère Flow for Generative Modeling

Linfeng Zhang, Weinan E, Lei Wang

arXiv preprint

2018

Performance assessment of the deep learning technologies in grading glaucoma severity

Yi Zhen, Lei Wang, Han Liu, Jian Zhang, Jiantao Pu

arXiv preprint

2016

Compositional Model based Fisher Vector Coding for Image Classification

Lingqiao Liu, Peng Wang, Chunhua Shen, Lei Wang, Anton van den Hengel, Chao Wang, Heng Tao Shen

arXiv preprint

2016

Exploiting Structure Sparsity for Covariance-based Visual Representation

Jianjia Zhang, Lei Wang, Luping Zhou, Wanqing Li

arXiv preprint

2015

Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question Answering

Haoyuan Gao, Junhua Mao, Jie Zhou, Zhiheng Huang, Lei Wang, Wei Xu

arXiv preprint

2015

Boosting-like Deep Learning For Pedestrian Detection

Lei Wang, Baochang Zhang

arXiv preprint

2015

HEp-2 Cell Image Classification with Deep Convolutional Neural Networks

Zhimin Gao, Lei Wang, Luping Zhou, Jianjia Zhang

arXiv preprint

2013

An Efficient Dual Approach to Distance Metric Learning

Chunhua Shen, Junae Kim, Fayao Liu, Lei Wang, Anton van den Hengel

arXiv preprint

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GenSim: A General Social Simulation Platform with Large Language Model based Agents

Reflective Multi-Agent Collaboration based on Large Language Models

Towards a More User-Friendly and Easy-to-Use Benchmark Library for Recommender Systems

A survey on large language model based autonomous agents

User Behavior Simulation with Large Language Model-based Agents

Recommendation with Dynamic Natural Language Explanations

REASONER: An Explainable Recommendation Dataset with Comprehensive Labeling Ground Truths

What is the limitation of multimodal LLMs? A deeper look into multimodal LLMs through prompt probing

Recommendation with User Active Disclosing Willingness

A weighted feature extraction method based on temporal accumulation of optical flow for micro-expression recognition

Feature selection via simultaneous sparse approximation for person specific face verification

针对表情动作单元跟踪的隧道隐变量法

一种基于Petri网的特定手语词汇识别方法

基于MHMMs模型的面部表情识别研究

基于高斯过程的表情动作单元跟踪技术

一种基于手眼标定的增强现实跟踪注册方法

一种基于视觉的PERCLOS特征提取方法

基于计算机视觉的驾驶员疲劳/瞌睡检测方法的研究

会议论文

Mask detection based on R2-yolov5

SSM-Based Joint Dictionary Learning for Cross-View Action Recognition

Ford vehicle identification via shallow neural network trained by particle swarm optimization

预印本

Understanding Reliability in LLM-based Human Behavior Simulation

SCBO: Semantically Coherent Batching and Ordering for LLM-Based Social Surveys

Adaptive Resource Allocation for Effective and Efficient LLM Social Survey Simulation

Analyzing and Correcting Benevolence Bias in Large Language Models

O-VAD: Industrial Video Anomaly Detection through Object-Centric Tracking and Reasoning

Trust-Aware Joint Feature-Prediction Discrepancy for Robust Domain Adaptation

Uncertainty-DTW for Sequences and Visual Tokens

MedScope: Incentivizing "Think with Videos" for Clinical Reasoning via Coarse-to-Fine Tool Calling

A Safety-Gated Multimodal AI Backend for Mental-Health Support: Hierarchical State Representation, Conservative Risk Fusion, and Controlled Generation in Anian

DM-KG: A Novel Method for Boosting Spatial Cognition of Vision-Language Models in Street View Imagery

Visual Information Extraction from Documents via Classification-Guided Large Vision-Language Models

From Perception to Action: An Interactive Benchmark for Vision Reasoning

Clue Matters: Leveraging Latent Visual Clues to Empower Video Reasoning

HumanOrbit: 3D Human Reconstruction as 360° Orbit Generation

EmoTaG: Emotion-Aware Talking Head Synthesis on Gaussian Splatting with Few-Shot Personalization

MemoGen: Can Past Experience Improve Future Text-to-Image Generation?

DRRG: A Discrete Diffusion Framework for Radiology Report Generation

Suppressing Prior-Comparison Hallucinations in Radiology Report Generation via Semantically Decoupled Latent Steering

MARS: Enabling Autoregressive Models Multi-Token Generation

Seeing What Matters: Lesion-Aware High-Resolution Patch Discovery and Fusion for Chest X-ray Report Generation

Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI Agents

Understanding and Enforcing Weight Disentanglement in Task Arithmetic

DeepSeek-V4: Towards Highly Efficient Million-Token Context Intelligence

Near-Oracle KV Selection via Pre-hoc Sparsity for Long-Context Inference

DeepSeek Elastic Compute (DSec): A Sandbox Infrastructure for Effective Agentic Training at Scale

LongCat-DeepResearch Technical Report

VideoAWR: Reinforcing Video Flow Models with Decoupled-Timestep Advantage-Weighted Rectification

MAI-Gym: An Open All-in-One Platform for GUI Agent Evaluation and RL Training across Mobile and Computer Environments

MARA: A Multimodal Adaptive Retrieval-Augmented Framework for Document Question Answering

HY-World 2.0: A Multi-Modal World Model for Reconstructing, Generating, and Simulating 3D Worlds

AgentSkiller: Scaling Generalist Agent Intelligence through Semantically Integrated Cross-Domain Data Synthesis

BotDirector: Robot Storytelling Across the Symmetrical Reality with Multi-modal Interactions

ForgeWM: Progressive Causal Training for Few-Step Action-Conditioned Video World Models

When to Adapt: Conditional Memory Adapters for Retention-Preserving Domain Specialization

GeoSearcher: Anchor-Guided Progressive Reasoning for Remote Sensing Visual Grounding with Process Supervision

Learning to Revise Reasoning with Segment-wise On-Policy Distillation

SemDINO: Foundation Prior-Guided Cross-Temporal Semantic Alignment Network for Remote Sensing Change Detection

Graph-Supervised Hierarchical Clinical Alignment for Radiology Report Generation with Large Language Models

GRASP: Granularity-Aware Region Alignment and Semantic Prototype Learning for Fine-Grained Cross-Modal Understanding in Drone Views

MotionScape: A Motion-Stratified UAV Video Benchmark for World Modeling and Future Video Generation

RePose: A Real-Time 3D Human Pose Estimation and Biomechanical Analysis Framework for Rehabilitation

LaST-HD: Learning Latent Physical Reasoning from Scalable Human Data for Robot Manipulation

Biologically Inspired Event-Based Perception and Sample-Efficient Learning for High-Speed Table Tennis Robots

UrbanAlign: Post-hoc Semantic Calibration for VLM-Human Preference Alignment