陈军｜鲁东大学｜学者主页

2026

Robust Pedestrian Detection with Uncertain Modality

Qian Bie, Xiao Wang, Bin Yang, Zhixi Yu, Jun Chen, Xin Xu

arXiv preprint

2026

PVRF: All-in-one Adverse Weather Removal via Prior-modulated and Velocity-constrained Rectified Flow

Wei Dong, Han Zhou, Terry Ji, Guanhua Zhao, Shahab Asoodeh, Yulun Zhang, Guangtao Zhai, Jun Chen, Xiaohong Liu

arXiv preprint

2026

TurnFSM for Full-Duplex Dialogue System: Internalizing State-Machine Logic for Streaming Semantic Voice Activity Detection and Utterance-Level Rejection

Zhiwei Lin, Tianjiao Du, Qiaochu Huang, Zihan Zhang, Naijun Zheng, Longshuai Xiao, Yunfei Lu, Jun Chen, Zhiyong Wu

arXiv preprint

2026

Rethinking IRSTD: Single-Point Supervision Guided Encoder-only Framework is Enough for Infrared Small Target Detection

Rixiang Ni, Boyang Li, Jun Chen, Yonghao Li, Feiyu Ren, Yuji Wang, Haoyang Yuan, Wujiao He, Wei An

arXiv preprint

2026

ParaASR: Multi-Token Prediction for Fast and Long-Context LLM-Based Speech Recognition

Qingjian Lin, Yuxin Li, Haoyang Zhang, Jun Chen, Yechang Huang, Feng Tian, Xie Li, Xiangyu Tony Zhang, Daijiao Liu, Yuxin Zhang, Jinglan Gong, Bo Zhao, Fei Tian, Xuerui Yang, Gang Yu, Xiangyu Zhang, Daxin Jiang

arXiv preprint

2026

How Sensitive Are LLM Leaderboard Claims to Hidden Model Selection?

Chen Yang, Jun Chen

arXiv preprint

2026

StepAudio 3 Realtime Technical Report

Bin Lin, Bo Zhao, Boyang Zhang, Boyong Wu, Chao Yan, Chen Geng, Chen Wu, Cheng Yi, Chengli Feng, Chenglin Zhu, Chengting Feng, Chengyuan Yao, Daijiao Liu, DanNi Wan, Daxin Jiang, Dongjian Li, Dongqing Pang, Fei Tian, Feng Tian, Future Li, Gang Yu, Guanglong Yang, Haoyang Zhang, Hongyuan Wang, Jia Peng, Jiahao Song, Jialong Xue, Jiamin Fan, Jiangjie Zhen, Jianzheng Gao, Jincheng Wen, Jinghua Liang, Jinglan Gong, Jun Chen, Li Xie, Liang Zhao, Lifang Zhang, Lingli Ji, Lun Cai, Min Xu, Peilin Li, Peng Yang, Pengfei Tan, Qingjian Lin, Qinxin Du, Ruijie Xiong, Runze Li, Shenghua Hu, Shengqian Qin, Shi Qiu, Siqi Tu, Siyi Zhou, Tianjiao Deng, Wanying Lu, Weiming Niu, Wen Sun, WenWen Qu, Xiangyu Zhang, Xianwei Zhang, Xiaosu Su, Xing Chen, Xinyu Liu, Xuerui Yang, Yan Wu, Yang Li, Yang Yang, Yechang Huang, Yibo Zhu, Yifan Zhang, Yinuo Yan, Youjun Chen, Yu Fu, Yu Luo, Yu Zhou, Yujie Chen, Yumang Wang, Yunzhou Ju, Yuxiang Yang, Yuxin Li, Yuxin Zhang, Zekai Liu, Zengwei Yao, Zhaoxin Yuan, Zhenwei Mou, Zhiquan Zhang, Zhiyue Wu, Zichao Li, Zichao Zhou, Ziqi Ren, Zixuan Wang

arXiv preprint

2026

Demystifying the Design Space and Best Practices for Heterogeneous LLM Inference and Serving

Zhixin Wang, Zhengbo Wang, Fangcheng Fu, Yinhui Lu, Jinlong Hou, Yijie Chen, Xiaowei Shen, He Liu, Xiangbin Li, Jun Chen, Ruya Gu, Dian Wang, Zhou Tan, Yuan Cheng, Hongzhou Zhang, Xiangjun Huang, Ping Zhang, Xiaohe Hu

arXiv preprint

2026

Learning from Totally Unpaired Data via Minimum Conditional Entropy Coupling

Cheuk Ting Li, Jun Chen, Shahab Asoodeh

arXiv preprint

2026

Feedback Does Not Increase the Capacity of Approximately Memoryless Surjective POST Channels

Xiaojing Zhang, Jun Chen, Guanghui Wang

arXiv preprint

2026

RealDiffusion: Physics-informed Attention for Multi-character Storybook Generation

Qi Zhao, Jun Chen, Ivor Tsang, Guang Dai

arXiv preprint

2026

Fundamental Performance Limits of Non-Coherent ISAC: A Data-Aided Sensing Perspective

Dongsheng Peng, Chengkai Zhao, Yihong Li, Zhiqing Wei, Jun Chen, Ping Chen

arXiv preprint

2026

Constructive Approaches to Perception-Aware Lossy Source Coding: Information-Theoretic Guidelines

Ali Hussein, Jun Chen, Chao Tian, S. Sandeep Pradhan

arXiv preprint

2026

A multimodal large language model for evidence-based autism spectrum disorder screening

Jun Chen, Qi Zhao, Yunliang Jiang, Shuqin Cao, Yunqiang Lin, Chenglong Jia, Qiang Guo, Guang Dai, Xiongtao Zhang, Mengmeng Wang, Xiaoyue Ma, Hui Wang, Wenguan Wang

arXiv preprint

2026

Riemannian Momentum Tracking: Distributed Optimization with Momentum on Compact Submanifolds

Jun Chen, Tianyi Zhu, Haishan Ye, Lina Liu, Guang Dai, Yong Liu, Yunliang Jiang, Ivor W. Tsang

arXiv preprint

2026

Privacy-Preserving Prompted Policy Search for Robotic Control

Ali Irshayyid, Feng Lin, Chong Li, Jun Chen

arXiv preprint

2026

Multi-Agent SAC Enabled Beamforming Design for Joint Secret Key Generation and Data Transmission

Ziao Wang, Zheng Dong, He Chen, Jun Chen, Dongxiao Yu

arXiv preprint

2026

Low Light Image Enhancement Challenge at NTIRE 2026

George Ciubotariu, Sharif S M A, Abdur Rehman, Fayaz Ali Dharejo, Rizwan Ali Naqvi, Marcos V. Conde, Radu Timofte, Zhi Jin, Hongjun Wu, Wenjian Zhang, Chang Ye, Xunpeng Yi, Qinglong Yan, Yibing Zhang, Zaynab Ali, Saiprasad Meesiyawar, Varda I Pattanshetty, Varsha I Pattanshetty, Nikhil Akalwadi, Padmashree Desai, Ramesh Ashok Tabib, Uma Mudenagudi, Hao Yang, Ruikun Zhang, Liyuan Pan, Furkan Kınlı, Donghun Ryou, Inju Ha, Junoh Kang, Bohyung Han, Wei Zhou, Yuval Haitman, Ariel Lapid, Reuven Peretz, Idit Diamant, Leilei Cao, Shuo Zhang, Praful Hambarde, Prateek Shaily, Jayant Kumar, Hardik Sharma, Aashish Negi, Sachin Chaudhary, Akshay Dudhane, Amit Shukla, MoHao Wu, Lin Wang, Jiachen Tu, Guoyi Xu, Yaoxin Jiang, Jiajia Liu, Yaokun Shi, Raul Balmez, Alexandru Brateanu, Ciprian Orhei, Cosmin Ancuti, Codruta O. Ancuti, Bilel Benjdira, Anas M. Ali, Wadii Boulila, Kaifan Qiao, Bofei Chen, Jingyi Xu, Duo Zhang, Xin Deng, Mai Xu, Shengxi Li, Lai Jiang, Harini A, Ananya N, Lakshanya K, Ying Xu, Xinyi Zhu, Shijun Shi, Jiangning Zhang, Yong Liu, Kai Hu, Jing Xu, Xianfang Zeng, Jinao Song, Guangsheng Tang, Cheng Li, Yuqiang Yang, Ziyi Wang, Yan Chen, Long Bao, Heng Sun, Mohab Kishawy, Jun Chen, Wan-Chi Siu, Yihao Cheng, Hon Man Hammond Lee, Chun-Chuen Hui

arXiv preprint

2026

Towards UAV Detection in the Real World: A New Multispectral Dataset UAVNet-MS and a New Method

Yihang Luo, Jun Chen, Chao Xiao, Yingqian Wang, Zhaoxu Li, Qiang Ling, Xu He, Nuo Chen, Gaowei Guo, Hongge Li, Miao Li, Longguang Wang, Yulan Guo, Li Liu, Wei An, Zhijie Chen

arXiv preprint

2026

From Recognition to Reasoning: Benchmarking and Enhancing MLLMs on Real-World Receipt Document Understanding

Yandi Wang, Libin Zhan, Ziwei Huang, Tiancheng Luo, Yuxuan Jiang, Wang Dong, Leilei Gan, Jun Chen

arXiv preprint

2026

RetinexDualV2: Physically-Grounded Dual Retinex for Generalized UHD Image Restoration

Mohab Kishawy, Jun Chen

arXiv preprint

2026

UniBlendNet: Unified Global, Multi-Scale, and Region-Adaptive Modeling for Ambient Lighting Normalization

Jiatao Dai, Wei Dong, Han Zhou, Chengzhou Tang, Jun Chen

arXiv preprint

2026

On The Most Discriminative Boolean Functions for Correlated Sources

Jun Chen, Shun Watanabe, Lei Yu

arXiv preprint

2026

On the Cardinality of Optimal Representations in the Binary-Source Information Bottleneck

Dier Tang, Jun Chen

arXiv preprint

2026

TrajLoom: Dense Future Trajectory Generation from Video

Zewei Zhang, Jia Jun Cheng Xian, Kaiwen Liu, Ming Liang, Hang Chu, Jun Chen, Renjie Liao

arXiv preprint

2026

CiteLLM: An Agentic Platform for Trustworthy Scientific Reference Discovery

Mengze Hong, Di Jiang, Chen Jason Zhang, Zichang Guo, Yawen Li, Jun Chen, Shaobo Cui, Zhiyang Su

arXiv preprint

2026

Learning the Riccati solution operator for time-varying LQR via Deep Operator Networks

Jun Chen, Umberto Biccari, Junmin Wang

arXiv preprint

2026

MultiHaystack: Benchmarking Multimodal Retrieval and Reasoning over 40K Images, Videos, and Documents

Dannong Xu, Zhongyu Yang, Jun Chen, Yingfang Yuan, Ming Hu, Lei Sun, Luc Van Gool, Danda Pani Paudel, Chun-Mei Feng

arXiv preprint

2026

Reinforcement-Guided Synthetic Data Generation for Privacy-Sensitive Identity Recognition

Xuemei Jia, Jiawei Du, Hui Wei, Jun Chen, Joey Tianyi Zhou, Zheng Wang

arXiv preprint

2026

Small Vision-Language Models are Smart Compressors for Long Video Understanding

Junjie Fei, Jun Chen, Zechun Liu, Yunyang Xiong, Chong Zhou, Wei Wen, Junlin Han, Mingchen Zhuge, Saksham Suri, Qi Qian, Shuming Liu, Lemeng Wu, Raghuraman Krishnamoorthi, Vikas Chandra, Mohamed Elhoseiny, Chenchen Zhu

arXiv preprint

2026

An Overview of Rate-Distortion-Perception Theory

Jun Chen, Ashish Khisti

arXiv preprint

2026

Step-Audio-R1.5 Technical Report

Yuxin Zhang, Xiangyu Tony Zhang, Daijiao Liu, Fei Tian, Yayue Deng, Jun Chen, Qingjian Lin, Haoyang Zhang, Yuxin Li, Jinglan Gong, Yechang Huang, Liang Zhao, Chengyuan Yao, Hexin Liu, Eng Siong Chng, Xuerui Yang, Gang Yu, Xiangyu Zhang, Daxin Jiang

arXiv preprint

2026

StepAudio 2.5 Technical Report

Bin Lin, Bo Zhao, Boyong Wu, Chao Yan, Chen Wu, Cheng Yi, Chengyuan Yao, Daijiao Liu, Fei Tian, Feng Tian, Haiyang Sun, Haoyang Zhang, Jiangjie Zhen, Jinglan Gong, Jun Chen, Li Xie, Peilin Li, Peng Yang, Pengfei Tan, Qingjian Lin, Runze Li, Shenghua Hu, Siyi Zhou, Wenwen Qu, Xiangyu Li, Xiangyu Tony Zhang, Xuerui Yang, Yang Yang, Yechang Huang, Yu Fu, Yuchu Luo, Yuxin Li, Yuxin Zhang, Zhengyan Sheng, Brian Li, Chang Zeng, Changlin Zhang, Chen Geng, Chenghao Dong, Chengli Feng, Dan Zhou, Danni Wan, Di Chen, Die Zhang, Dongqing Pang, Guanglong Yang, Guoqiang Hu, Huangxi Zhu, Jianzheng Gao, Jinghua Liang, Jinmei Wan, Junjie Yuan, Kang An, Lei Lei, Limin Zhong, Lun Cai, Mengqiang Ren, Min Xu, Mingliang Li, Mingxiao Li, Na Wang, Qiang Tong, Qiaoling Huang, Qingfu Du, Rui Wang, Shengchen Zhou, Shi Qiu, Shihao Peng, Shiliang Yang, Siqi Tu, Tianjiao Deng, Ting Xu, Tong Wang, WeiMing Niu, Wuxun Xie, Xianwei Zhang, Xianyu Feng, Xiaojia Liu, Xing Chen, Xiongbin Wu, Yan Wu, Yang Li, Yi Liu, Yifan Zhang, Yile Liu, Yongshen Long, Yu Luo, Yuanhao Ding, Yuhao Wang, Yuhe Yin, Yunfang Xu, Yuxiang Yang, Zhiguo Huang, Zhiyue Wu, Zichao Li, Zichao Zhou, Daxin Jiang, Future Li, Gang Yu, Xiangyu Zhang, Yibo Zhu

arXiv preprint

2025

FastForward Pruning: Efficient LLM Pruning via Single-Step Reinforcement Learning

Xin Yuan, Siqi Li, Jiateng Wei, Chengrui Zhu, Yanming Wu, Qingpeng Li, Jiajun Lv, Xiaoke Lan, Jun Chen, Yong Liu

arXiv preprint

2025

LiMT: A Multi-task Liver Image Benchmark Dataset

Zhe Liu, Kai Han, Siqi Ma, Yan Zhu, Jun Chen, Chongwen Lyu, Xinyi Qiu, Chengxuan Qian, Yuqing Song, Yi Liu, Liyuan Tian, Yang Ji, Yuefeng Li

arXiv preprint

2025

Rethinking Gradient-based Adversarial Attacks on Point Cloud Classification

Jun Chen, Xinke Li, Mingyue Xu, Chongshou Li, Truiani Li

arXiv preprint

2025

Frequency Domain Unlocks New Perspectives for Abdominal Medical Image Segmentation

Kai Han, Siqi Ma, Chengxuan Qian, Jun Chen, Chongwen Lyu, Yuqing Song, Zhe Liu

arXiv preprint

2025

Mind-Paced Speaking: A Dual-Brain Approach to Real-Time Reasoning in Spoken Language Models

Donghang Wu, Haoyang Zhang, Jun Chen, Xiangyu, Zhang, Hexin Liu, Eng Siong Chng, Fei Tian, Xuerui Yang, Xiangyu Zhang, Daxin Jiang, Gang Yu

arXiv preprint

2025

NTIRE 2025 Challenge on Image Super-Resolution (x4): Methods and Results

Zheng Chen, Kai Liu, Jue Gong, Jingkai Wang, Lei Sun, Zongwei Wu, Radu Timofte, Yulun Zhang, Xiangyu Kong, Xiaoxuan Yu, Hyunhee Park, Suejin Han, Hakjae Jeon, Dafeng Zhang, Hyung-Ju Chun, Donghun Ryou, Inju Ha, Bohyung Han, Lu Zhao, Yuyi Zhang, Pengyu Yan, Jiawei Hu, Pengwei Liu, Fengjun Guo, Hongyuan Yu, Pufan Xu, Zhijuan Huang, Shuyuan Cui, Peng Guo, Jiahui Liu, Dongkai Zhang, Heng Zhang, Huiyuan Fu, Huadong Ma, Yanhui Guo, Sisi Tian, Xin Liu, Jinwen Liang, Jie Liu, Jie Tang, Gangshan Wu, Zeyu Xiao, Zhuoyuan Li, Yinxiang Zhang, Wenxuan Cai, Vijayalaxmi Ashok Aralikatti, Nikhil Akalwadi, G Gyaneshwar Rao, Chaitra Desai, Ramesh Ashok Tabib, Uma Mudenagudi, Marcos V. Conde, Alejandro Merino, Bruno Longarela, Javier Abad, Weijun Yuan, Zhan Li, Zhanglu Chen, Boyang Yao, Aagam Jain, Milan Kumar Singh, Ankit Kumar, Shubh Kawa, Divyavardhan Singh, Anjali Sarvaiya, Kishor Upla, Raghavendra Ramachandra, Chia-Ming Lee, Yu-Fan Lin, Chih-Chung Hsu, Risheek V Hiremath, Yashaswini Palani, Yuxuan Jiang, Qiang Zhu, Siyue Teng, Fan Zhang, Shuyuan Zhu, Bing Zeng, David Bull, Jingwei Liao, Yuqing Yang, Wenda Shao, Junyi Zhao, Qisheng Xu, Kele Xu, Sunder Ali Khowaja, Ik Hyun Lee, Snehal Singh Tomar, Rajarshi Ray, Klaus Mueller, Sachin Chaudhary, Surya Vashisth, Akshay Dudhane, Praful Hambarde, Satya Naryan Tazi, Prashant Patil, Santosh Kumar Vipparthi, Subrahmanyam Murala, Bilel Benjdira, Anas M. Ali, Wadii Boulila, Zahra Moammeri, Ahmad Mahmoudi-Aznaveh, Ali Karbasi, Hossein Motamednia, Liangyan Li, Guanhua Zhao, Kevin Le, Yimo Ning, Haoxuan Huang, Jun Chen

arXiv preprint

DOI

2025

LSZone: A Lightweight Spatial Information Modeling Architecture for Real-time In-car Multi-zone Speech Separation

Jun Chen, Shichao Hu, Jiuxin Lin, Wenjie Li, Zihan Zhang, Xingchen Li, JinJiang Liu, Longshuai Xiao, Chao Weng, Lei Xie, Zhiyong Wu

arXiv preprint

2025

Rate-Distortion-Perception Theory for the Quadratic Wasserstein Space

Xiqiang Qu, Jun Chen, Lei Yu, Xiangyu Xu

arXiv preprint

2025

Decentralized Optimization on Compact Submanifolds by Quantized Riemannian Gradient Tracking

Jun Chen, Lina Liu, Tianyi Zhu, Yong Liu, Guang Dai, Yunliang Jiang, Ivor W. Tsang

arXiv preprint

2025

Constrained Gaussian Wasserstein Optimal Transport with Commutative Covariance Matrices

Jun Chen, Jia Wang, Ruibin Li, Han Zhou, Wei Dong, Huan Liu, Yuanhao Yu

arXiv preprint

2025

Hyperbolic Binary Neural Network

Jun Chen, Jingyang Xiang, Tianxin Huang, Xiangrui Zhao, Yong Liu

arXiv preprint

2025

How does Labeling Error Impact Contrastive Learning? A Perspective from Data Dimensionality Reduction

Jun Chen, Hong Chen, Yonghua Yu, Yiming Ying

arXiv preprint

2025

On the Fundamental Limits of Integrated Sensing and Communications Under Logarithmic Loss

Jun Chen, Lei Yu, Yonglong Li, Wuxian Shi, Yiqun Ge, Wen Tong

arXiv preprint

2025

Clustering-Guided Multi-Layer Contrastive Representation Learning for Citrus Disease Classification

Jun Chen, Yonghua Yu, Weifu Li, Yaohui Chen, Hong Chen

arXiv preprint

2025

4D-Bench: Benchmarking Multi-modal Large Language Models for 4D Object Understanding

Wenxuan Zhu, Bing Li, Cheng Zheng, Jinjie Mai, Jun Chen, Letian Jiang, Abdullah Hamdi, Sara Rojas Martinez, Chia-Wen Lin, Mohamed Elhoseiny, Bernard Ghanem

arXiv preprint

2025

AEFS: Adaptive Early Feature Selection for Deep Recommender Systems

Fan Hu, Gaofeng Lu, Jun Chen, Chaonan Guo, Yuekui Yang, Xirong Li

arXiv preprint

2025

WikiAutoGen: Towards Multi-Modal Wikipedia-Style Article Generation

Zhongyu Yang, Jun Chen, Dannong Xu, Junjie Fei, Xiaoqian Shen, Liangbing Zhao, Chun-Mei Feng, Mohamed Elhoseiny

arXiv preprint

2025

NTIRE 2025 Challenge on Low Light Image Enhancement: Methods and Results

Xiaoning Liu, Zongwei Wu, Florin-Alexandru Vasluianu, Hailong Yan, Bin Ren, Yulun Zhang, Shuhang Gu, Le Zhang, Ce Zhu, Radu Timofte, Kangbiao Shi, Yixu Feng, Tao Hu, Yu Cao, Peng Wu, Yijin Liang, Yanning Zhang, Qingsen Yan, Han Zhou, Wei Dong, Yan Min, Mohab Kishawy, Jun Chen, Pengpeng Yu, Anjin Park, Seung-Soo Lee, Young-Joon Park, Zixiao Hu, Junyv Liu, Huilin Zhang, Jun Zhang, Fei Wan, Bingxin Xu, Hongzhe Liu, Cheng Xu, Weiguo Pan, Songyin Dai, Xunpeng Yi, Qinglong Yan, Yibing Zhang, Jiayi Ma, Changhui Hu, Kerui Hu, Donghang Jing, Tiesheng Chen, Zhi Jin, Hongjun Wu, Biao Huang, Haitao Ling, Jiahao Wu, Dandan Zhan, G Gyaneshwar Rao, Vijayalaxmi Ashok Aralikatti, Nikhil Akalwadi, Ramesh Ashok Tabib, Uma Mudenagudi, Ruirui Lin, Guoxi Huang, Nantheera Anantrasirichai, Qirui Yang, Alexandru Brateanu, Ciprian Orhei, Cosmin Ancuti, Daniel Feijoo, Juan C. Benito, Álvaro García, Marcos V. Conde, Yang Qin, Raul Balmez, Anas M. Ali, Bilel Benjdira, Wadii Boulila, Tianyi Mao, Huan Zheng, Yanyan Wei, Shengeng Tang, Dan Guo, Zhao Zhang, Sabari Nathan, K Uma, A Sasithradevi, B Sathya Bama, S. Mohamed Mansoor Roomi, Ao Li, Xiangtao Zhang, Zhe Liu, Yijie Tang, Jialong Tang, Zhicheng Fu, Gong Chen, Joe Nasti, John Nicholson, Zeyu Xiao, Zhuoyuan Li, Ashutosh Kulkarni, Prashant W. Patil, Santosh Kumar Vipparthi, Subrahmanyam Murala, Duan Liu, Weile Li, Hangyuan Lu, Rixian Liu, Tengfeng Wang, Jinxing Liang, Chenxin Yu

arXiv preprint

2025

Neural Catalog: Scaling Species Recognition with Catalog of Life-Augmented Generation

Faizan Farooq Khan, Jun Chen, Youssef Mohamed, Chun-Mei Feng, Mohamed Elhoseiny

arXiv preprint

2025

Low-Complexity AoI-Optimal Status Update Control with Partial Battery State Information in Energy Harvesting IoT Networks

Hao Wu, Shengtian Yang, Jun Chen, Chao Chen, Anding Wang

arXiv preprint

2025

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design

Wei Dong, Yan Min, Han Zhou, Jun Chen

arXiv preprint

2025

MoiréXNet: Adaptive Multi-Scale Demoiréing with Linear Attention Test-Time Training and Truncated Flow Matching Prior

Liangyan Li, Yimo Ning, Kevin Le, Wei Dong, Yunzhe Li, Jun Chen, Xiaohong Liu

arXiv preprint

2025

MDCPP: Multi-Robot Dynamic Coverage Path Planning for Workload Adaptation

Jun Chen, Mingjia Chen, Tianlong Yu, Qi Nie, Shinkyu Park

arXiv preprint

2025

AU-IQA: A Benchmark Dataset for Perceptual Quality Assessment of AI-Enhanced User-Generated Content

Shushi Wang, Chunyi Li, Zicheng Zhang, Han Zhou, Wei Dong, Jun Chen, Guangtao Zhai, Xiaohong Liu

arXiv preprint

2025

Diffusion-Based Imaginative Coordination for Bimanual Manipulation

Huilin Xu, Jian Ding, Jiakun Xu, Ruixiang Wang, Jun Chen, Jinjie Mai, Yanwei Fu, Bernard Ghanem, Feng Xu, Mohamed Elhoseiny

arXiv preprint

2025

Multimodal Image Matching based on Frequency-domain Information of Local Energy Response

Meng Yang, Jun Chen, Wenping Gong, Longsheng Wei, Xin Tian

arXiv preprint

2025

RetinexDual: Retinex-based Dual Nature Approach for Generalized Ultra-High-Definition Image Restoration

Mohab Kishawy, Ali Abdellatif Hussein, Jun Chen

arXiv preprint

2025

Zero-Reference Joint Low-Light Enhancement and Deblurring via Visual Autoregressive Modeling with VLM-Derived Modulation

Wei Dong, Han Zhou, Junwei Lin, Jun Chen

arXiv preprint

2025

DynCIM: Dynamic Curriculum for Imbalanced Multimodal Learning

Chengxuan Qian, Kai Han, Jiaxin Liu, Zhenlong Yuan, Zhengzhong Zhu, Jingchao Wang, Chongwen Lyu, Jun Chen, Zhe Liu

arXiv preprint

2025

Step-Audio-R1 Technical Report

Fei Tian, Xiangyu Tony Zhang, Yuxin Zhang, Haoyang Zhang, Yuxin Li, Daijiao Liu, Yayue Deng, Donghang Wu, Jun Chen, Liang Zhao, Chengyuan Yao, Hexin Liu, Eng Siong Chng, Xuerui Yang, Xiangyu Zhang, Daxin Jiang, Gang Yu

arXiv preprint

2024

Information Compression in the AI Era: Recent Advances and Future Challenges

Jun Chen, Yong Fang, Ashish Khisti, Ayfer Ozgur, Nir Shlezinger, Chao Tian

arXiv preprint

2024

Output-Constrained Lossy Source Coding With Application to Rate-Distortion-Perception Theory

Li Xie, Liangyan Li, Jun Chen, Zhongshan Zhang

arXiv preprint

2024

Unsupervised Contrastive Learning for Robust RF Device Fingerprinting Under Time-Domain Shift

Jun Chen, Weng-Keen Wong, Bechir Hamdaoui

arXiv preprint

2024

Multi-view MidiVAE: Fusing Track- and Bar-view Representations for Long Multi-track Symbolic Music Generation

Zhiwei Lin, Jun Chen, Boshi Tang, Binzhu Sha, Jing Yang, Yaolong Ju, Fan Fan, Shiyin Kang, Zhiyong Wu, Helen Meng

arXiv preprint

2024

Gaussian Rate-Distortion-Perception Coding and Entropy-Constrained Scalar Quantization

Li Xie, Liangyan Li, Jun Chen, Lei Yu, Zhongshan Zhang

arXiv preprint

2024

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication

Xiqiang Qu, Ruibin Li, Jun Chen, Lei Yu, Xinbing Wang

arXiv preprint

2024

ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier Transformer

Wei Dong, Han Zhou, Yuqiong Tian, Jingke Sun, Xiaohong Liu, Guangtao Zhai, Jun Chen

arXiv preprint

2024

Learning-accelerated A* Search for Risk-aware Path Planning

Jun Xiang, Junfei Xie, Jun Chen

arXiv preprint

DOI

2024

RobustSVC: HuBERT-based Melody Extractor and Adversarial Learning for Robust Singing Voice Conversion

Wei Chen, Xintao Zhao, Jun Chen, Binzhu Sha, Zhiwei Lin, Zhiyong Wu

arXiv preprint

2024

Landing Trajectory Prediction for UAS Based on Generative Adversarial Network

Jun Xiang, Drake Essick, Luiz Gonzalez Bautista, Junfei Xie, Jun Chen

arXiv preprint

2024

CODA: A Continuous Online Evolve Framework for Deploying HAR Sensing Systems

Minghui Qiu, Jun Chen, Lin Chen, Shuxin Zhong, Yandao Huang, Lu Wang, Kaishun Wu

arXiv preprint

2024

AutoDFP: Automatic Data-Free Pruning via Channel Similarity Reconstruction

Siqi Li, Jun Chen, Jingyang Xiang, Chengrui Zhu, Yong Liu

arXiv preprint

2024

GLARE: Low Light Image Enhancement via Generative Latent Feature based Codebook Retrieval

Han Zhou, Wei Dong, Xiaohong Liu, Shuaicheng Liu, Xiongkuo Min, Guangtao Zhai, Jun Chen

arXiv preprint

2024

ECMamba: Consolidating Selective State Space Model with Retinex Guidance for Efficient Multiple Exposure Correction

Wei Dong, Han Zhou, Yulun Zhang, Xiaohong Liu, Jun Chen

arXiv preprint

2024

Minimum Entropy Coupling with Bottleneck

M. Reza Ebrahimi, Jun Chen, Ashish Khisti

arXiv preprint

2024

Transformer-based Heuristic for Advanced Air Mobility Planning

Jun Xiang, Jun Chen

arXiv preprint

2024

Rate-Distortion-Perception Tradeoff Based on the Conditional-Distribution Perception Measure

Sadaf Salehkalaibar, Jun Chen, Ashish Khisti, Wei Yu

arXiv preprint

2023

Data-Free Quantization via Mixed-Precision Compensation without Fine-Tuning

Jun Chen, Shipeng Bai, Tianxin Huang, Mengmeng Wang, Guanzhong Tian, Yong Liu

arXiv preprint

2023

Distributed Multi-Robot Multi-Target Tracking Using Heterogeneous Limited-Range Sensors

Jun Chen, Mohammed Abugurain, Philip Dames, Shinkyu Park

arXiv preprint

2023

On the Stability and Generalization of Triplet Learning

Jun Chen, Hong Chen, Xue Jiang, Bin Gu, Weifu Li, Tieliang Gong, Feng Zheng

arXiv preprint

2023

Learning Discretized Neural Networks under Ricci Flow

Jun Chen, Hanwen Chen, Mengmeng Wang, Guang Dai, Ivor W. Tsang, Yong Liu

arXiv preprint

2023

MammalNet: A Large-scale Video Benchmark for Mammal Recognition and Behavior Understanding

Jun Chen, Ming Hu, Darren J. Coker, Michael L. Berumen, Blair Costelloe, Sara Beery, Anna Rohrbach, Mohamed Elhoseiny

arXiv preprint

2023

Decentralized Riemannian Conjugate Gradient Method on the Stiefel Manifold

Jun Chen, Haishan Ye, Mengmeng Wang, Tianxin Huang, Guang Dai, Ivor W. Tsang, Yong Liu

arXiv preprint

2023

Gesper: A Restoration-Enhancement Framework for General Speech Reconstruction

Wenzhe Liu, Yupeng Shi, Jun Chen, Wei Rao, Shulin He, Andong Li, Yannan Wang, Zhiyong Wu

arXiv preprint

2023

Inter-SubNet: Speech Enhancement with Subband Interaction

Jun Chen, Wei Rao, Zilin Wang, Jiuxin Lin, Zhiyong Wu, Yannan Wang, Shidong Shang, Helen Meng

arXiv preprint

2023

MC-SpEx: Towards Effective Speaker Extraction with Multi-Scale Interfusion and Conditional Speaker Modulation

Jun Chen, Wei Rao, Zilin Wang, Jiuxin Lin, Yukai Ju, Shulin He, Yannan Wang, Zhiyong Wu

arXiv preprint

2023

Rate-Limited Quantum-to-Classical Optimal Transport in Finite and Continuous-Variable Quantum Systems

Hafez M. Garmaroudi, S. Sandeep Pradhan, Jun Chen

arXiv preprint

2023

CR-SFP: Learning Consistent Representation for Soft Filter Pruning

Jingyang Xiang, Zhuangzhi Chen, Jianbiao Mei, Siqi Li, Jun Chen, Yong Liu

arXiv preprint

2023

SUBP: Soft Uniform Block Pruning for 1xN Sparse CNNs Multithreading Acceleration

Jingyang Xiang, Siqi Li, Jun Chen, Shipeng Bai, Yukai Ma, Guang Dai, Yong Liu

arXiv preprint

2023

A Shannon-Theoretic Approach to the Storage-Retrieval Tradeoff in PIR Systems

Chao Tian, Hua Sun, Jun Chen

arXiv preprint

2023

SwinFSR: Stereo Image Super-Resolution using SwinIR and Frequency Domain Knowledge

Ke Chen, Liangyan Li, Huan Liu, Yunzhe Li, Congling Tang, Jun Chen

arXiv preprint

2023

M22: A Communication-Efficient Algorithm for Federated Learning Inspired by Rate-Distortion

Yangyi Liu, Stefano Rini, Sadaf Salehkalaibar, Jun Chen

arXiv preprint

2023

Semantic-Aware Multi-Terminal Coding for Gaussian Mixture Sources

Yuxuan Shi, Shuo Shao, Yongpeng Wu, Jun Chen, Wenjun Zhang

arXiv preprint

2023

On the Choice of Perception Loss Function for Learned Video Compression

Sadaf Salehkalaibar, Buu Phan, Jun Chen, Wei Yu, Ashish Khisti

arXiv preprint

2023

HB-net: Holistic bursting cell cluster integrated network for occluded multi-objects recognition

Xudong Gao, Xiao Guang Gao, Jia Rong, Xiaowei Chen, Xiang Liao, Jun Chen

arXiv preprint

2023

Explore 3D Dance Generation via Reward Model from Automatically-Ranked Demonstrations

Zilin Wang, Haolin Zhuang, Lu Li, Yinmin Zhang, Junjie Zhong, Jun Chen, Yu Yang, Boshi Tang, Zhiyong Wu

arXiv preprint

2023

Stability-based Generalization Analysis for Mixtures of Pointwise and Pairwise Learning

Jiahuan Wang, Jun Chen, Hong Chen, Bin Gu, Weifu Li, Xin Tang

arXiv preprint

2022

Speech Enhancement with Fullband-Subband Cross-Attention Network

Jun Chen, Wei Rao, Zilin Wang, Zhiyong Wu, Yannan Wang, Tao Yu, Shidong Shang, Helen Meng

arXiv preprint

2022

Efficient Self-supervised Vision Pretraining with Local Masked Reconstruction

Jun Chen, Ming Hu, Boyang Li, Mohamed Elhoseiny

arXiv preprint

2022

An Analysis of Complex-Valued CNNs for RF Data-Driven Wireless Device Classification

Jun Chen, Weng-Keen Wong, Bechir Hamdaoui, Abdurrahman Elmaghbub, Kathiravetpillai Sivanesan, Richard Dorrance, Lily L. Yang

arXiv preprint

2022

On the Rate-Distortion-Perception Function

Jun Chen, Lei Yu, Jia Wang, Wuxian Shi, Yiqun Ge, Wen Tong

arXiv preprint

2022

FullSubNet+: Channel Attention FullSubNet with Complex Spectrograms for Speech Enhancement

Jun Chen, Zilin Wang, Deyi Tuo, Zhiyong Wu, Shiyin Kang, Helen Meng

arXiv preprint

2022

On Distributed Lossy Coding of Symmetrically Correlated Gaussian Sources

Siyao Zhou, Sadaf Salehkalaibar, Jingjing Qian, Jun Chen, Wuxian Shi, Yiqun Ge, Wen Tong

arXiv preprint

2022

CommerceMM: Large-Scale Commerce MultiModal Representation Learning with Omni Retrieval

Licheng Yu, Jun Chen, Animesh Sinha, Mengjiao MJ Wang, Hugo Chen, Tamara L. Berg, Ning Zhang

arXiv preprint

2022

On the Message Passing Efficiency of Polar and Low-Density Parity-Check Decoders

Dawei Yin, Yuan Li, Xianbin Wang, Jiajie Tong, Huazi Zhang, Jun Wang, Guanghui Wang, Jun Chen, Guiying Yan, Zhiming Ma, Wen Tong

arXiv preprint

2022

Speech Enhancement with Intelligent Neural Homomorphic Synthesis

Shulin He, Wei Rao, Jinjiang Liu, Jun Chen, Yukai Ju, Xueliang Zhang, Yannan Wang, Shidong Shang

arXiv preprint

2022

NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results

Yawei Li, Kai Zhang, Radu Timofte, Luc Van Gool, Fangyuan Kong, Mingxi Li, Songwei Liu, Zongcai Du, Ding Liu, Chenhui Zhou, Jingyi Chen, Qingrui Han, Zheyuan Li, Yingqi Liu, Xiangyu Chen, Haoming Cai, Yu Qiao, Chao Dong, Long Sun, Jinshan Pan, Yi Zhu, Zhikai Zong, Xiaoxiao Liu, Zheng Hui, Tao Yang, Peiran Ren, Xuansong Xie, Xian-Sheng Hua, Yanbo Wang, Xiaozhong Ji, Chuming Lin, Donghao Luo, Ying Tai, Chengjie Wang, Zhizhong Zhang, Yuan Xie, Shen Cheng, Ziwei Luo, Lei Yu, Zhihong Wen, Qi Wu1, Youwei Li, Haoqiang Fan, Jian Sun, Shuaicheng Liu, Yuanfei Huang, Meiguang Jin, Hua Huang, Jing Liu, Xinjian Zhang, Yan Wang, Lingshun Long, Gen Li, Yuanfan Zhang, Zuowei Cao, Lei Sun, Panaetov Alexander, Yucong Wang, Minjie Cai, Li Wang, Lu Tian, Zheyuan Wang, Hongbing Ma, Jie Liu, Chao Chen, Yidong Cai, Jie Tang, Gangshan Wu, Weiran Wang, Shirui Huang, Honglei Lu, Huan Liu, Keyan Wang, Jun Chen, Shi Chen, Yuchun Miao, Zimo Huang, Lefei Zhang, Mustafa Ayazoğlu, Wei Xiong, Chengyi Xiong, Fei Wang, Hao Li, Ruimian Wen, Zhijing Yang, Wenbin Zou, Weixin Zheng, Tian Ye, Yuncheng Zhang, Xiangzhen Kong, Aditya Arora, Syed Waqas Zamir, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Dandan Gaoand Dengwen Zhouand Qian Ning, Jingzhu Tang, Han Huang, Yufei Wang, Zhangheng Peng, Haobo Li, Wenxue Guan, Shenghua Gong, Xin Li, Jun Liu, Wanjun Wang, Dengwen Zhou, Kun Zeng, Hanjiang Lin, Xinyu Chen, Jinsheng Fang

arXiv preprint

2022

On Linear Power Control Policies for Energy Harvesting Communications

Hafez M. Garmaroudi, Zikai Dou, Shengtian Yang, Jun Chen

arXiv preprint

2021

Thoughts on the Consistency between Ricci Flow and Neural Network Behavior

Jun Chen, Tianxin Huang, Wenzhou Chen, Yong Liu

arXiv preprint

2021

Dynamically Stable Poincaré Embeddings for Neural Manifolds

Jun Chen, Yuang Liu, Xiangrui Zhao, Mengmeng Wang, Yong Liu

arXiv preprint

2021

Edge-Featured Graph Attention Network

Jun Chen, Haopeng Chen

arXiv preprint

2021

whu-nercms at trecvid2021:instance search task

Yanrui Niu, Jingyao Yang, Ankang Lu, Baojin Huang, Yue Zhang, Ji Huang, Shishi Wen, Dongshu Xu, Chao Liang, Zhongyuan Wang, Jun Chen

arXiv preprint

2021

Graphs of Joint Types, Noninteractive Simulation, and Stronger Hypercontractivity

Lei Yu, Venkat Anantharam, Jun Chen

arXiv preprint

2021

Probabilistic Guaranteed Path Planning for Safe Urban Air Mobility Using Chance Constrained RRT

Pengcheng Wu, Lin Li, Junfei Xie, Jun Chen

arXiv preprint

2021

PSCC-Net: Progressive Spatio-Channel Correlation Network for Image Manipulation Detection and Localization

Xiaohong Liu, Yaojie Liu, Jun Chen, Xiaoming Liu

arXiv preprint

2020

Propagating Asymptotic-Estimated Gradients for Low Bitwidth Quantized Neural Networks

Jun Chen, Yong Liu, Hao Zhang, Shengnan Hou, Jian Yang

arXiv preprint

DOI

2020

A Learning Framework for n-bit Quantized Neural Networks toward FPGAs

Jun Chen, Liang Liu, Yong Liu, Xianfang Zeng

arXiv preprint

DOI

2020

Efficient long-distance relation extraction with DG-SpanBERT

Jun Chen, Robert Hoehndorf, Mohamed Elhoseiny, Xiangliang Zhang

arXiv preprint

2020

Secure Location-Aware Authentication and Communication for Intelligent Transportation Systems

Nima Shoghi Ghalehshahi, Ramyad Hadidi, Lee Jaewon, Jun Chen, Arthur Siqueria, Rahul Rajan, Shaan Dhawan, Pooya Shoghi Ghalehshahi, Hyesoon Kim

arXiv preprint

2020

Video Frame Interpolation via Generalized Deformable Convolution

Zhihao Shi, Xiaohong Liu, Kangdi Shi, Linhui Dai, Jun Chen

arXiv preprint

2020

Temporal Positive-unlabeled Learning for Biomedical Hypothesis Generation via Risk Estimation

Uchenna Akujuobi, Jun Chen, Mohamed Elhoseiny, Michael Spranger, Xiangliang Zhang

arXiv preprint

2020

AWNet: Attentive Wavelet Network for Image ISP

Linhui Dai, Xiaohong Liu, Chengqi Li, Jun Chen

arXiv preprint

2020

APB2FaceV2: Real-Time Audio-Guided Multi-Face Reenactment

Jiangning Zhang, Xianfang Zeng, Chao Xu, Jun Chen, Yong Liu, Yunliang Jiang

arXiv preprint

2019

A Robust Billboard-based Free-viewpoint Video Synthesizing Algorithm for Sports Scenes

Jun Chen, Ryosuke Watanabe, Keisuke Nonaka, Tomoaki Konno, Hiroshi Sankoh, Sei Naito

arXiv preprint

2019

Outage Analysis of Heterogeneous mmWave Cellular Networks Employing JSDM

Jun Chen, Deli Qiao

arXiv preprint

2019

On the Optimality of the Greedy Policy for Battery Limited Energy Harvesting Communications

Ye Wang, Ali Zibaeenejad, Yaohui Jing, Jun Chen

arXiv preprint

2019

Generalized Gaussian Multiterminal Source Coding in the High-Resolution Regime

Li Xie, Xiaolan Tu, Siyao Zhou, Jun Chen

arXiv preprint

2019

A Maximin Optimal Online Power Control Policy for Energy Harvesting Communications

Shengtian Yang, Jun Chen

arXiv preprint

DOI

2019

GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing

Xiaohong Liu, Yongrui Ma, Zhihao Shi, Jun Chen

arXiv preprint

2018

Lattice-based Robust Distributed Source Coding

Dania Elzouki, Sorina Dumitrescu, Jun Chen

arXiv preprint

2018

Outage Analysis of Relay-Assisted mmWave Cellular Systems Employing JSDM

Jun Chen, Deli Qiao

arXiv preprint

2018

Action Recognition for Depth Video using Multi-view Dynamic Images

Yang Xiao, Jun Chen, Yancheng Wang, Zhiguo Cao, Joey Tianyi Zhou, Xiang Bai

arXiv preprint

2018

Robust Distributed Compression of Symmetrically Correlated Gaussian Sources

Yizhong Wang, Li Xie, Xuan Zhang, Jun Chen

arXiv preprint

2018

Successive Wyner-Ziv Coding for the Binary CEO Problem under Log-Loss

Mahdi Nangir, Reza Asvadi, Mahmoud Ahmadian-Attari, Jun Chen

arXiv preprint

2018

A Geometric Property of Relative Entropy and the Universal Threshold Phenomenon for Binary-Input Channels with Noisy State Information at the Encoder

Shengtian Yang, Jun Chen

arXiv preprint

2018

Binary CEO Problem under Log-Loss with BSC Test-Channel Model

Mahdi Nangir, Reza Asvadi, Mahmoud Ahmadian-Attari, Jun Chen

arXiv preprint

2017

Efficient Parallel Connected Components Labeling with a Coarse-to-fine Strategy

Jun Chen, Keisuke Nonaka, Ryosuke Watanabe, Hiroshi Sankoh, Houari Sabirin, Sei Naito

arXiv preprint

2017

An Optimized Union-Find Algorithm for Connected Components Labeling Using GPUs

Jun Chen, Qiang Yao, Houari Sabirin, Keisuke Nonaka, Hiroshi Sankoh, Sei Naito

arXiv preprint

2017

Generalized Gaussian Multiterminal Source Coding: The Symmetric Case

Jun Chen, Li Xie, Yameng Chang, Jia Wang, Yizhong Wang

arXiv preprint

2017

Curve-Structure Segmentation from Depth Maps: A CNN-based Approach and Its Application to Exploring Cultural Heritage Objects

Yuhang Lu, Jun Zhou, Jing Wang, Jun Chen, Karen Smith, Colin Wilder, Song Wang

arXiv preprint

2016

When is Noisy State Information at the Encoder as Useless as No Information or as Good as Noise-Free State?

Rui Xu, Jun Chen, Tsachy Weissman, Jian-Kang Zhang

arXiv preprint

2016

A Source-Channel Separation Theorem with Application to the Source Broadcast Problem

Kia Khezeli, Jun Chen

arXiv preprint

2016

Caching and Delivery via Interference Elimination

Chao Tian, Jun Chen

arXiv preprint

2015

Broadcasting Correlated Vector Gaussians

Lin Song, Jun Chen, Chao Tian

arXiv preprint

2015

On the Reliability Function of Variable-Rate Slepian-Wolf Coding

Jun Chen, Da-ke He, Ashish Jagmohan, Luis A. Lastras-Montaño

arXiv preprint

2015

Outer Bounds on the Admissible Source Region for Broadcast Channels with Correlated Sources

Kia Khezeli, Jun Chen

arXiv preprint

2015

Distributed Multilevel Diversity Coding

Zhiqing Xiao, Jun Chen, Yunzhou Li, Jing Wang

arXiv preprint

2015

Matched Multiuser Gaussian Source-Channel Communications via Uncoded Schemes

Chao Tian, Jun Chen, Suhas Diggavi, Shlomo Shamai

arXiv preprint

2009

A Random Variable Substitution Lemma With Applications to Multiple Description Coding

Jia Wang, Jun Chen, Lei Zhao, Paul Cuff, Haim Permuter

arXiv preprint

2006

Capacity Results for Block-Stationary Gaussian Fading Channels with a Peak Power Constraint

Jun Chen, Venugopal V. Veeravalli

arXiv preprint

DOI

2006

Robust Distributed Source Coding

Jun Chen, Toby Berger

arXiv preprint

2006

Slepian-Wolf Code Design via Source-Channel Correspondence

Jun Chen, Da-ke He, Ashish Jagmohan

arXiv preprint

2006

Successive Wyner-Ziv Coding Scheme and its Application to the Quadratic Gaussian CEO Problem

Jun Chen, Toby Berger

arXiv preprint

DOI

2005

Multiple Description Quantization via Gram-Schmidt Orthogonalization

Jun Chen, Chao Tian, Toby Berger, Sheila Hemami

arXiv preprint

DOI

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CiteLLM: An Agentic Platform for Trustworthy Scientific Reference Discovery

Learning the Riccati solution operator for time-varying LQR via Deep Operator Networks

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