宋伟｜东北大学｜学者主页

2026

Knowledge Distillation for Temporal Knowledge Graph Reasoning with Large Language Models

Wang Xing, Wei Song, Siyu Lin, Chen Wu, Zhesi Li, Man Wang

arXiv preprint

2026

Preserving Provenance in Shared KV Caches for LLM Serving

Wei Song, Yuxin Cao, Xi Zheng, Leo Zhang, Xiao Cheng

arXiv preprint

2026

FAIRT2V: Training-Free Debiasing for Text-to-Video Diffusion Models

Haonan Zhong, Wei Song, Tingxu Han, Maurice Pagnucco, Jingling Xue, Yang Song

arXiv preprint

2026

Channel-wise Vector Quantization

Wei Song, Tianhang Wang, Yitong Chen, Tong Zhang, Zuxuan Wu, Min Li, Jiaqi Wang, Kaicheng Yu

arXiv preprint

2026

DeMark: A Query-Free Black-Box Attack on Deepfake Watermarking Defenses

Wei Song, Zhenchang Xing, Liming Zhu, Yulei Sui, Jingling Xue

arXiv preprint

2026

LLM-Guided Knowledge Distillation for Temporal Knowledge Graph Reasoning

Wang Xing, Wei Song, Siyu Lin, Chen Wu, Man Wang

arXiv preprint

2026

Membership Inference Attacks Against Video Large Language Models

Wei Song, Yuxin Cao, Ziqi Ding, Yi Liu, Gelei Deng, Yuekang Li

arXiv preprint

2026

Beyond Patch Removal: Persistent Adversarial Effects in Vision-Language-Action Policies

Enhao Wu, Fusen Guo, Yuxin Cao, Ziyang Lyu, Lin Li, Wei Song

arXiv preprint

2026

UniReason 1.0: A Unified Reasoning Framework for World Knowledge Aligned Image Generation and Editing

Dianyi Wang, Chaofan Ma, Feng Han, Size Wu, Wei Song, Yibin Wang, Zhixiong Zhang, Tianhang Wang, Siyuan Wang, Zhongyu Wei, Jiaqi Wang

arXiv preprint

2026

DeepGen 1.0: A Lightweight Unified Multimodal Model for Advancing Image Generation and Editing

Dianyi Wang, Ruihang Li, Feng Han, Chaofan Ma, Wei Song, Siyuan Wang, Yibin Wang, Yi Xin, Hongjian Liu, Zhixiong Zhang, Shengyuan Ding, Tianhang Wang, Zhenglin Cheng, Tao Lin, Cheng Jin, Kaicheng Yu, Jingjing Chen, Wenjie Wang, Zhongyu Wei, Jiaqi Wang

arXiv preprint

2026

The Essence of Balance for Self-Improving Agents in Vision-and-Language Navigation

Zhen Liu, Yuhan Liu, Jinjun Wang, Jianyi Liu, Wei Song, Jingwen Fu

arXiv preprint

2026

An AI4AI Framework for Visual Token Pruning

Zhen Liu, Wenli Huang, Wei Song, Yuhan Liu, Zhiqin Yang, Jingwen Fu

arXiv preprint

2026

DUAP: Dual-task Universal Adversarial Perturbations Against Voice Control Systems

Suyang Sun, Weifei Jin, Yuxin Cao, Wei Song, Jie Hao

arXiv preprint

2026

Robust CAPTCHA Using Audio Illusions in the Era of Large Language Models: from Evaluation to Advances

Ziqi Ding, Yunfeng Wan, Wei Song, Yi Liu, Gelei Deng, Nan Sun, Huadong Mo, Jingling Xue, Shidong Pan, Yuekang Li

arXiv preprint

2026

The Temporal Moderation Gap: Text-to-Video Safety Filters Are Blind to Harm in Motion

Yuxin Cao, Fusen Guo, Yuezhong Wu, Huadong Mo, Wei Song

arXiv preprint

2026

Instruction-as-State: Environment-Guided and State-Conditioned Semantic Understanding for Embodied Navigation

Zhen Liu, Yuhan Liu, Jinjun Wang, Jianyi Liu, Wei Song, Jingwen Fu

arXiv preprint

2026

Do Input-Level Defenses Transfer to Observation-Level Attacks on VideoLLMs?

Bangshuo Zhu, Wei Song, Yuxin Cao, Yuezhong Wu, Zhiquan Liu, Yuekang Li, Jingling Xue

arXiv preprint

2026

StrucPhysVideo: Learning Physical Dynamics from Structured Captions and Robot Actions

Awomo-WM Team, :, Enhui Ma, Kaiwen Guo, Tingrui Zhang, Wei Song, Yingshui Tan, Jianhua Xu, Tong Zhang, Kaicheng Yu

arXiv preprint

2026

COVER: Codec-Robust Video Watermarking with Generative Video Priors

Yuxin Cao, Hao Yang, Ziqi Ding, Jie Hao, Wei Song

arXiv preprint

2026

VideoSTF: Stress-Testing Output Repetition in Video Large Language Models

Yuxin Cao, Wei Song, Shangzhi Xu, Jingling Xue, Jin Song Dong

arXiv preprint

2026

DecQ: Detail-Condensing Queries for Enhanced Reconstruction and Generation in Representation Autoencoders

Tianhang Wang, Yitong Chen, Wei Song, Zuxuan Wu, Min Li, Jiaqi Wang

arXiv preprint

2026

Caved or Convinced: Temporal Sampling Gates Claim Deference in Video Large Language Models

Yuxin Cao, Wei Song, Jingling Xue, Jin Song Dong

arXiv preprint

2026

KeyBound: Keyed and Host-Bound Learned Audio Watermarking for Speech Provenance

Bangshuo Zhu, Yuxin Cao, Weifei Jin, Fusen Guo, Huadong Mo, Jingling Xue, Wei Song

arXiv preprint

2026

Structured Progressive Knowledge Activation for LLM-Driven Neural Architecture Search

Zhen Liu, Yuhan Liu, Jinjun Wang, Wei Song, Jianyi Liu, Jingwen Fu

arXiv preprint

2026

SpreadMark: Robust Image Watermarking via Spread-Spectrum Embedding

Wei Song, Yuxin Cao, Zhenchang Xing, Liming Zhu, Jin Song Dong, Yulei Sui, Jingling Xue

arXiv preprint

2026

In-Context Robot Learning with VLM Agents

Dongzhou Cheng, Taoran Yi, Ye Fang, Xingwu Zhang, Fan Feng, Yixuan Li, Gengxiong Zhuang, Rongze Wang, Shuai Yang, Wei Song, Weizhi Xue, Minyan Wu, Jie Gui, Jiaqi Wang, Tong Wu

arXiv preprint

2026

How Do Agentic LLMs Decide to Call Tools? A Tool-Call Vector Shaped by Suppression

Xijie Gong, Tingxu Han, Jiahao Zhang, Wei Song, Ziqi Ding, Hanqi Yan, Youcheng Sun, Lijie Hu

arXiv preprint

2025

Baichuan-Omni-1.5 Technical Report

Yadong Li, Jun Liu, Tao Zhang, Tao Zhang, Song Chen, Tianpeng Li, Zehuan Li, Lijun Liu, Lingfeng Ming, Guosheng Dong, Da Pan, Chong Li, Yuanbo Fang, Dongdong Kuang, Mingrui Wang, Chenglin Zhu, Youwei Zhang, Hongyu Guo, Fengyu Zhang, Yuran Wang, Bowen Ding, Wei Song, Xu Li, Yuqi Huo, Zheng Liang, Shusen Zhang, Xin Wu, Shuai Zhao, Linchu Xiong, Yozhen Wu, Jiahui Ye, Wenhao Lu, Bowen Li, Yan Zhang, Yaqi Zhou, Xin Chen, Lei Su, Hongda Zhang, Fuzhong Chen, Xuezhen Dong, Na Nie, Zhiying Wu, Bin Xiao, Ting Li, Shunya Dang, Ping Zhang, Yijia Sun, Jincheng Wu, Jinjie Yang, Xionghai Lin, Zhi Ma, Kegeng Wu, Jia li, Aiyuan Yang, Hui Liu, Jianqiang Zhang, Xiaoxi Chen, Guangwei Ai, Wentao Zhang, Yicong Chen, Xiaoqin Huang, Kun Li, Wenjing Luo, Yifei Duan, Lingling Zhu, Ran Xiao, Zhe Su, Jiani Pu, Dian Wang, Xu Jia, Tianyu Zhang, Mengyu Ai, Mang Wang, Yujing Qiao, Lei Zhang, Yanjun Shen, Fan Yang, Miao Zhen, Yijie Zhou, Mingyang Chen, Fei Li, Chenzheng Zhu, Keer Lu, Yaqi Zhao, Hao Liang, Youquan Li, Yanzhao Qin, Linzhuang Sun, Jianhua Xu, Haoze Sun, Mingan Lin, Zenan Zhou, Weipeng Chen

arXiv preprint

2025

Autoregressive Semantic Visual Reconstruction Helps VLMs Understand Better

Dianyi Wang, Wei Song, Yikun Wang, Siyuan Wang, Kaicheng Yu, Zhongyu Wei, Jiaqi Wang

arXiv preprint

2025

DualToken: Towards Unifying Visual Understanding and Generation with Dual Visual Vocabularies

Wei Song, Yuran Wang, Zijia Song, Yadong Li, Zenan Zhou, Long Chen, Jianhua Xu, Jiaqi Wang, Kaicheng Yu

arXiv preprint

2025

IRT-Router: Effective and Interpretable Multi-LLM Routing via Item Response Theory

Wei Song, Zhenya Huang, Cheng Cheng, Weibo Gao, Bihan Xu, GuanHao Zhao, Fei Wang, Runze Wu

arXiv preprint

2025

NGCaptcha: A CAPTCHA Bridging the Past and the Future

Ziqi Ding, Shangzhi Xu, Wei Song, Yuekang Li

arXiv preprint

2025

EfficientLLM: Efficiency in Large Language Models

Zhengqing Yuan, Weixiang Sun, Yixin Liu, Huichi Zhou, Rong Zhou, Yiyang Li, Zheyuan Zhang, Wei Song, Yue Huang, Haolong Jia, Keerthiram Murugesan, Yu Wang, Lifang He, Jianfeng Gao, Lichao Sun, Yanfang Ye

arXiv preprint

2025

Kimi-VL Technical Report

Kimi Team, Angang Du, Bohong Yin, Bowei Xing, Bowen Qu, Bowen Wang, Cheng Chen, Chenlin Zhang, Chenzhuang Du, Chu Wei, Congcong Wang, Dehao Zhang, Dikang Du, Dongliang Wang, Enming Yuan, Enzhe Lu, Fang Li, Flood Sung, Guangda Wei, Guokun Lai, Han Zhu, Hao Ding, Hao Hu, Hao Yang, Hao Zhang, Haoning Wu, Haotian Yao, Haoyu Lu, Heng Wang, Hongcheng Gao, Huabin Zheng, Jiaming Li, Jianlin Su, Jianzhou Wang, Jiaqi Deng, Jiezhong Qiu, Jin Xie, Jinhong Wang, Jingyuan Liu, Junjie Yan, Kun Ouyang, Liang Chen, Lin Sui, Longhui Yu, Mengfan Dong, Mengnan Dong, Nuo Xu, Pengyu Cheng, Qizheng Gu, Runjie Zhou, Shaowei Liu, Sihan Cao, Tao Yu, Tianhui Song, Tongtong Bai, Wei Song, Weiran He, Weixiao Huang, Weixin Xu, Xiaokun Yuan, Xingcheng Yao, Xingzhe Wu, Xinhao Li, Xinxing Zu, Xinyu Zhou, Xinyuan Wang, Y. Charles, Yan Zhong, Yang Li, Yangyang Hu, Yanru Chen, Yejie Wang, Yibo Liu, Yibo Miao, Yidao Qin, Yimin Chen, Yiping Bao, Yiqin Wang, Yongsheng Kang, Yuanxin Liu, Yuhao Dong, Yulun Du, Yuxin Wu, Yuzhi Wang, Yuzi Yan, Zaida Zhou, Zhaowei Li, Zhejun Jiang, Zheng Zhang, Zhilin Yang, Zhiqi Huang, Zihao Huang, Zijia Zhao, Ziwei Chen, Zongyu Lin

arXiv preprint

2025

Help or Hurdle? Rethinking Model Context Protocol-Augmented Large Language Models

Wei Song, Haonan Zhong, Ziqi Ding, Jingling Xue, Yuekang Li

arXiv preprint

2025

ai.txt: A Domain-Specific Language for Guiding AI Interactions with the Internet

Yuekang Li, Wei Song, Bangshuo Zhu, Dong Gong, Yi Liu, Gelei Deng, Chunyang Chen, Lei Ma, Jun Sun, Toby Walsh, Jingling Xue

arXiv preprint

2025

Failures to Surface Harmful Contents in Video Large Language Models

Yuxin Cao, Wei Song, Derui Wang, Jingling Xue, Jin Song Dong

arXiv preprint

2025

Poisoning Prompt-Guided Sampling in Video Large Language Models

Yuxin Cao, Wei Song, Jingling Xue, Jin Song Dong

arXiv preprint

2025

LLMs4All: A Review of Large Language Models Across Academic Disciplines

Yanfang Ye, Zheyuan Zhang, Tianyi Ma, Zehong Wang, Yiyang Li, Shifu Hou, Weixiang Sun, Kaiwen Shi, Yijun Ma, Wei Song, Ahmed Abbasi, Ying Cheng, Jane Cleland-Huang, Steven Corcelli, Robert Goulding, Ming Hu, Ting Hua, John Lalor, Fang Liu, Tengfei Luo, Edward Maginn, Nuno Moniz, Jason Rohr, Brett Savoie, Daniel Slate, Matthew Webber, Olaf Wiest, Johnny Zhang, Nitesh V. Chawla

arXiv preprint

2025

Debiasing LLMs by Masking Unfairness-Driving Attention Heads

Tingxu Han, Wei Song, Ziqi Ding, Ziming Li, Chunrong Fang, Yuekang Li, Dongfang Liu, Zhenyu Chen, Zhenting Wang

arXiv preprint

2025

Graph Foundation Models: A Comprehensive Survey

Zehong Wang, Zheyuan Liu, Tianyi Ma, Jiazheng Li, Zheyuan Zhang, Xingbo Fu, Yiyang Li, Zhengqing Yuan, Wei Song, Yijun Ma, Qingkai Zeng, Xiusi Chen, Jianan Zhao, Jundong Li, Meng Jiang, Pietro Lio, Nitesh Chawla, Chuxu Zhang, Yanfang Ye

arXiv preprint

2025

Kimi-Audio Technical Report

KimiTeam, Ding Ding, Zeqian Ju, Yichong Leng, Songxiang Liu, Tong Liu, Zeyu Shang, Kai Shen, Wei Song, Xu Tan, Heyi Tang, Zhengtao Wang, Chu Wei, Yifei Xin, Xinran Xu, Jianwei Yu, Yutao Zhang, Xinyu Zhou, Y. Charles, Jun Chen, Yanru Chen, Yulun Du, Weiran He, Zhenxing Hu, Guokun Lai, Qingcheng Li, Yangyang Liu, Weidong Sun, Jianzhou Wang, Yuzhi Wang, Yuefeng Wu, Yuxin Wu, Dongchao Yang, Hao Yang, Ying Yang, Zhilin Yang, Aoxiong Yin, Ruibin Yuan, Yutong Zhang, Zaida Zhou

arXiv preprint

2024

M3GIA: A Cognition Inspired Multilingual and Multimodal General Intelligence Ability Benchmark

Wei Song, Yadong Li, Jianhua Xu, Guowei Wu, Lingfeng Ming, Kexin Yi, Weihua Luo, Houyi Li, Yi Du, Fangda Guo, Kaicheng Yu

arXiv preprint

2024

Can Distillation Mitigate Backdoor Attacks in Pre-trained Encoders?

TIngxu Han, Wei Song, Weisong Sun, Ziqi Ding, Yebo Feng, Chunrong Fang, Jun Li, Hanwei Qian, Zhenyu Chen, Yang Liu

arXiv preprint

2024

Aligning Knowledge Graph with Visual Perception for Object-goal Navigation

Nuo Xu, Wen Wang, Rong Yang, Mengjie Qin, Zheyuan Lin, Wei Song, Chunlong Zhang, Jason Gu, Chao Li

arXiv preprint

2024

The Early Bird Catches the Leak: Unveiling Timing Side Channels in LLM Serving Systems

Linke Song, Zixuan Pang, Wenhao Wang, Zihao Wang, XiaoFeng Wang, Hongbo Chen, Wei Song, Yier Jin, Dan Meng, Rui Hou

arXiv preprint

2023

Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering

Yike Wu, Nan Hu, Sheng Bi, Guilin Qi, Jie Ren, Anhuan Xie, Wei Song

arXiv preprint

2023

Scene-Driven Multimodal Knowledge Graph Construction for Embodied AI

Song Yaoxian, Sun Penglei, Liu Haoyu, Li Zhixu, Song Wei, Xiao Yanghua, Zhou Xiaofang

arXiv preprint

2023

M^2ConceptBase: A Fine-Grained Aligned Concept-Centric Multimodal Knowledge Base

Zhiwei Zha, Jiaan Wang, Zhixu Li, Xiangru Zhu, Wei Song, Yanghua Xiao

arXiv preprint

2022

MaskedSpeech: Context-aware Speech Synthesis with Masking Strategy

Ya-Jie Zhang, Wei Song, Yanghao Yue, Zhengchen Zhang, Youzheng Wu, Xiaodong He

arXiv preprint

2022

Multi-Speaker Multi-Style Speech Synthesis with Timbre and Style Disentanglement

Wei Song, Yanghao Yue, Ya-jie Zhang, Zhengchen Zhang, Youzheng Wu, Xiaodong He

arXiv preprint

2022

Singing Voice Synthesis with Vibrato Modeling and Latent Energy Representation

Yingjie Song, Wei Song, Wei Zhang, Zhengchen Zhang, Dan Zeng, Zhi Liu, Yang Yu

arXiv preprint

2020

Improving Prosody Modelling with Cross-Utterance BERT Embeddings for End-to-end Speech Synthesis

Guanghui Xu, Wei Song, Zhengchen Zhang, Chao Zhang, Xiaodong He, Bowen Zhou

arXiv preprint

2019

Building a mixed-lingual neural TTS system with only monolingual data

Liumeng Xue, Wei Song, Guanghui Xu, Lei Xie, Zhizheng Wu

arXiv preprint

精选作品

期刊论文

基于TCN-Transformer-BiLSTM组合模型的光伏功率预测

基于最优深度信念网络的配电网可靠性预测方法研究

一起110 kV电缆充油式户外终端发热缺陷分析及处理

基于Hammerstein模型的风力发电系统建模与辨识

电缆终端漏油缺陷红外图像自动识别算法

国际关系中的修正主义国家:理论研究述评

兴盛的国际关系理论与已终结的大理论研究

含分布式电源的配电网继电保护改进方案

大数据应用于国际问题研究的意义及其局限——以《国际安全态势感知指教2016》为例

计及多类开关和容量约束的中压配电网可靠性估算解析模型

高压输电线防震锤锈蚀缺陷检测

基于ViBe的变电站智能监控技术研究

联盟的起源：理性主义研究新进展

中国外交政策研究：西方理论与方法的局限性

地震后电气设备损坏及其诊断试验

电容式电压互感器常见故障及原因分析

变结构模糊控制算法在电力系统频率控制中的应用

会议论文

城市10千伏配电工程典型设计研究

预印本

Knowledge Distillation for Temporal Knowledge Graph Reasoning with Large Language Models

Preserving Provenance in Shared KV Caches for LLM Serving

FAIRT2V: Training-Free Debiasing for Text-to-Video Diffusion Models

Channel-wise Vector Quantization

DeMark: A Query-Free Black-Box Attack on Deepfake Watermarking Defenses

LLM-Guided Knowledge Distillation for Temporal Knowledge Graph Reasoning

Membership Inference Attacks Against Video Large Language Models

Beyond Patch Removal: Persistent Adversarial Effects in Vision-Language-Action Policies

UniReason 1.0: A Unified Reasoning Framework for World Knowledge Aligned Image Generation and Editing

DeepGen 1.0: A Lightweight Unified Multimodal Model for Advancing Image Generation and Editing

The Essence of Balance for Self-Improving Agents in Vision-and-Language Navigation

An AI4AI Framework for Visual Token Pruning

DUAP: Dual-task Universal Adversarial Perturbations Against Voice Control Systems

Robust CAPTCHA Using Audio Illusions in the Era of Large Language Models: from Evaluation to Advances

The Temporal Moderation Gap: Text-to-Video Safety Filters Are Blind to Harm in Motion

Instruction-as-State: Environment-Guided and State-Conditioned Semantic Understanding for Embodied Navigation

Do Input-Level Defenses Transfer to Observation-Level Attacks on VideoLLMs?

StrucPhysVideo: Learning Physical Dynamics from Structured Captions and Robot Actions

COVER: Codec-Robust Video Watermarking with Generative Video Priors

VideoSTF: Stress-Testing Output Repetition in Video Large Language Models

DecQ: Detail-Condensing Queries for Enhanced Reconstruction and Generation in Representation Autoencoders

Caved or Convinced: Temporal Sampling Gates Claim Deference in Video Large Language Models

KeyBound: Keyed and Host-Bound Learned Audio Watermarking for Speech Provenance

Structured Progressive Knowledge Activation for LLM-Driven Neural Architecture Search

SpreadMark: Robust Image Watermarking via Spread-Spectrum Embedding

In-Context Robot Learning with VLM Agents

How Do Agentic LLMs Decide to Call Tools? A Tool-Call Vector Shaped by Suppression

Baichuan-Omni-1.5 Technical Report

Autoregressive Semantic Visual Reconstruction Helps VLMs Understand Better

DualToken: Towards Unifying Visual Understanding and Generation with Dual Visual Vocabularies

IRT-Router: Effective and Interpretable Multi-LLM Routing via Item Response Theory

NGCaptcha: A CAPTCHA Bridging the Past and the Future

EfficientLLM: Efficiency in Large Language Models

Kimi-VL Technical Report

Help or Hurdle? Rethinking Model Context Protocol-Augmented Large Language Models

ai.txt: A Domain-Specific Language for Guiding AI Interactions with the Internet

Failures to Surface Harmful Contents in Video Large Language Models

Poisoning Prompt-Guided Sampling in Video Large Language Models

LLMs4All: A Review of Large Language Models Across Academic Disciplines

Debiasing LLMs by Masking Unfairness-Driving Attention Heads

Graph Foundation Models: A Comprehensive Survey

Kimi-Audio Technical Report

M3GIA: A Cognition Inspired Multilingual and Multimodal General Intelligence Ability Benchmark

Can Distillation Mitigate Backdoor Attacks in Pre-trained Encoders?

Aligning Knowledge Graph with Visual Perception for Object-goal Navigation

The Early Bird Catches the Leak: Unveiling Timing Side Channels in LLM Serving Systems

Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering

Scene-Driven Multimodal Knowledge Graph Construction for Embodied AI

M^2ConceptBase: A Fine-Grained Aligned Concept-Centric Multimodal Knowledge Base

MaskedSpeech: Context-aware Speech Synthesis with Masking Strategy

Multi-Speaker Multi-Style Speech Synthesis with Timbre and Style Disentanglement

Singing Voice Synthesis with Vibrato Modeling and Latent Energy Representation

Improving Prosody Modelling with Cross-Utterance BERT Embeddings for End-to-end Speech Synthesis

Building a mixed-lingual neural TTS system with only monolingual data