Kun Wang - RankMe

144 papers A* 32Journal 98Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AR-MAP: Are Autoregressive Large Language Models Implicit Teachers for Diffusion Large Language Models? CoRR Liang Lin, Feng Xiong, Zengbin Wang, Kun Wang, Junhao Dong, Xuecai Hu, Yong Wang, Xiangxiang Chu
2026	—	`conf`	Advanced Global Wildfire Activity Modeling with Hierarchical Graph ODE. KDD (1) Fan Xu, Wei Gong, Hao Wu, Lilan Peng, Nan Wang, Qingsong Wen, Xian Wu, Kun Wang, Xibin Zhao
2026	J	`jnl`	Advanced Global Wildfire Activity Modeling with Hierarchical Graph ODE. CoRR Fan Xu, Wei Gong, Hao Wu, Lilan Peng, Nan Wang, Qingsong Wen, Xian Wu, Kun Wang, Xibin Zhao
2026	J	`jnl`	Beyond LLaVA-HD: Diving Into High-Resolution Multimodal Large Language Models. IEEE Trans. Pattern Anal. Mach. Intell. Yifan Zhang, Qingsong Wen, Chaoyou Fu, Kun Wang, Xue Wang, Zhang Zhang, Liang Wang, Rong Jin
2026	J	`jnl`	CSSBench: Evaluating the Safety of Lightweight LLMs against Chinese-Specific Adversarial Patterns. CoRR Zhenhong Zhou, Shilinlu Yan, Chuanpu Liu, Qiankun Li, Kun Wang, Zhigang Zeng
2026	J	`jnl`	ChronosAudio: A Comprehensive Long-Audio Benchmark for Evaluating Audio-Large Language Models. CoRR Kaiwen Luo, Liang Lin, Yibo Zhang, Moayad Aloqaily, Dexian Wang, Zhenhong Zhou, Junwei Zhang, Kun Wang, Li Sun, Qingsong Wen
2026	J	`jnl`	Diagnosing Knowledge Conflict in Multimodal Long-Chain Reasoning. CoRR Jing Tang, Kun Wang, Haolang Lu, Hongjin Chen, Kaitao Chen, Zhongxiang Sun, Qiankun Li, Lingjuan Lyu, Guoshun Nan, Zhigang Zeng
2026	J	`jnl`	Disentangling Deception and Hallucination Failures in LLMs. CoRR Haolang Lu, Hongrui Peng, Weiye Fu, Guoshun Nan, Xinye Cao, Xingrui Li, Hongcan Guo, Kun Wang
2026	—	`conf`	EmoRAG: Evaluating RAG Robustness to Symbolic Perturbations. KDD (1) Xinyun Zhou, Xinfeng Li, Yinan Peng, Ming Xu, Xuanwang Zhang, Miao Yu, Yidong Wang, Xiaojun Jia, Kun Wang, Qingsong Wen, Xiaofeng Wang, Wei Dong
2026	J	`jnl`	Granulon: Awakening Pixel-Level Visual Encoders with Adaptive Multi-Granularity Semantics for MLLM. CoRR Junyuan Mao, Qiankun Li, Linghao Meng, Zhicheng He, Xinliang Zhou, Kun Wang, Yang Liu, Yueming Jin
2026	J	`jnl`	Graph-Augmented Large Language Model Agents: Current Progress and Future Prospects. IEEE Intell. Syst. Yixin Liu, Guibin Zhang, Kun Wang, Shiyuan Li, Shirui Pan, Bo An
2026	J	`jnl`	HearSay Benchmark: Do Audio LLMs Leak What They Hear? CoRR Jin Wang, Liang Lin, Kaiwen Luo, Weiliu Wang, Yitian Chen, Moayad Aloqaily, Xuehai Tang, Zhenhong Zhou, Kun Wang, Li Sun, Qingsong Wen
2026	A*	`conf`	Hidden in the Noise: Unveiling Backdoors in Audio LLMs Alignment Through Latent Acoustic Pattern Triggers. AAAI Liang Lin, Miao Yu, Kaiwen Luo, Yibo Zhang, Lilan Peng, Dexian Wang, Xuehai Tang, Yuanhe Zhang, Xikang Yang, Zhenhong Zhou, Kun Wang, Yang Liu
2026	J	`jnl`	LARFT: Closing the Cognition-Action Gap for Length Instruction Following in Large Language Models. CoRR Wei Zhang, Lintong Du, Yuanhe Zhang, Zhenhong Zhou, Kun Wang, Li Sun, Sen Su
2026	J	`jnl`	MCPShield: A Security Cognition Layer for Adaptive Trust Calibration in Model Context Protocol Agents. CoRR Zhenhong Zhou, Yuanhe Zhang, Hongwei Cai, Moayad Aloqaily, Ouns Bouachir, Linsey Pang, Prakhar Mehrotra, Kun Wang, Qingsong Wen
2026	A*	`conf`	NeuralOM: Neural Ocean Model for Subseasonal-to-Seasonal Simulation. AAAI Yuan Gao, Hao Wu, Fan Xu, Yanfei Xiang, Ruijian Gou, Ruiqi Shu, Qingsong Wen, Xian Wu, Kun Wang, Xiaomeng Huang
2026	J	`jnl`	NuwaDynamics+: A Causality-Aware Generative Framework for Spatio-Temporal Representation Learning. IEEE Trans. Pattern Anal. Mach. Intell. Kun Wang, Yifan Duan, Hao Wu, Jian Zhao, Kai Wang, Zhengyang Zhou, Yuxuan Liang, Xu Wang, Yang Wang, Yu Zheng, Xuelong Li
2026	J	`jnl`	Omni-Safety under Cross-Modality Conflict: Vulnerabilities, Dynamics Mechanisms and Efficient Alignment. CoRR Kun Wang, Zherui Li, Zhenhong Zhou, Yitong Zhang, Yan Mi, Kun Yang, Yiming Zhang, Junhao Dong, Zhongxiang Sun, Qiankun Li, Yang Liu
2026	J	`jnl`	PathMem: Toward Cognition-Aligned Memory Transformation for Pathology MLLMs. CoRR Jinyue Li, Yuci Liang, Qiankun Li, Xinheng Lyu, Jiayu Qian, Huabao Chen, Kun Wang, Zhigang Zeng, Anil Anthony Bharath, Yang Liu
2026	J	`jnl`	RSA-Bench: Benchmarking Audio Large Models in Real-World Acoustic Scenarios. CoRR Yibo Zhang, Liang Lin, Kaiwen Luo, Shilinlu Yan, Jin Wang, Yaoqi Guo, Yitian Chen, Yalan Qin, Zhenhong Zhou, Kun Wang, Li Sun
2026	J	`jnl`	Resource Consumption Threats in Large Language Models. CoRR Yuanhe Zhang, Xinyue Wang, Zhican Chen, Weiliu Wang, Zilu Zhang, Zhengshuo Gong, Zhenhong Zhou, Kun Wang, Li Sun, Yang Liu, Sen Su
2026	J	`jnl`	SaFeR-ToolKit: Structured Reasoning via Virtual Tool Calling for Multimodal Safety. CoRR Zixuan Xu, Tiancheng He, Huahui Yi, Kun Wang, Xi Chen, Gongli Xi, Qiankun Li, Kang Li, Yang Liu, Zhigang Zeng
2026	J	`jnl`	SafeSeek: Universal Attribution of Safety Circuits in Language Models. CoRR Miao Yu, Siyuan Fu, Moayad Aloqaily, Zhenhong Zhou, Safa Otoum, Xing Fan, Kun Wang, Yufei Guo, Qingsong Wen
2026	A*	`conf`	SafeSieve: From Heuristics to Experience in Progressive Pruning for LLM-based Multi-Agent Communication. AAAI Ruijia Zhang, Xinyan Zhao, Ruixiang Wang, Sigen Chen, Guibin Zhang, An Zhang, Kun Wang, Qingsong Wen
2026	J	`jnl`	Streaming Hallucination Detection in Long Chain-of-Thought Reasoning. CoRR Haolang Lu, Minghui Pan, Ripeng Li, Guoshun Nan, Jialin Zhuang, Zijie Zhao, Zhongxiang Sun, Kun Wang, Yang Liu
2026	J	`jnl`	Time Is All It Takes: Spike-Retiming Attacks on Event-Driven Spiking Neural Networks. CoRR Yi Yu, Qixin Zhang, Shuhan Ye, Xun Lin, Qianshan Wei, Kun Wang, Wenhan Yang, Dacheng Tao, Xudong Jiang
2026	J	`jnl`	Train at Moving Edge: Online-Verified Prompt Selection for Efficient RL Training of Large Reasoning Model. CoRR Jiahao Wu, Ning Lu, Shengcai Liu, Kun Wang, Yanting Yang, Li Qing, Ke Tang
2025	J	`jnl`	A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment. CoRR Kun Wang, Guibin Zhang, Zhenhong Zhou, Jiahao Wu, Miao Yu, Shiqian Zhao, Chenlong Yin, Jinhu Fu, Yibo Yan, Hanjun Luo, Liang Lin, Zhihao Xu, Haolang Lu, Xinye Cao, Xinyun Zhou, Weifei Jin, Fanci Meng, Junyuan Mao, Hao Wu, Minghe Wang, Fan Zhang, Junfeng Fang, Chengwei Liu, Yifan Zhang, Qiankun Li, Chongye Guo, Yalan Qin, Yi Ding, Donghai Hong, Jiaming Ji, Xinfeng Li, Yifan Jiang, Dongxia Wang, Yihao Huang, Yufei Guo, Jen-tse Huang, Yanwei Yue, Wenke Huang, Guancheng Wan, Tianlin Li, Lei Bai, Jie Zhang, Qing Guo, Jingyi Wang, Tianlong Chen, Joey Tianyi Zhou, Xiaojun Jia, Weisong Sun, Cong Wu, Jing Chen, Xuming Hu, Yiming Li, Xiao Wang, Ningyu Zhang, Luu Anh Tuan, Guowen Xu, Tianwei Zhang, Xingjun Ma, Xiang Wang, Bo An, Jun Sun, Mohit Bansal, Shirui Pan, Yuval Elovici, Bhavya Kailkhura, Bo Li, Yaodong Yang, Hongwei Li, Wenyuan Xu, Yizhou Sun, Wei Wang, Qing Li, Ke Tang, Yu-Gang Jiang, Felix Juefei-Xu, Hui Xiong, Xiaofeng Wang, Shuicheng Yan, Dacheng Tao, Philip S. Yu, Qingsong Wen, Yang Liu
2025	—	`conf`	A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges. ACL (Findings) Yibo Yan, Jiamin Su, Jianxiang He, Fangteng Fu, Xu Zheng, Yuanhuiyi Lyu, Kun Wang, Shen Wang, Qingsong Wen, Xuming Hu
2025	—	`conf`	A Survey on Trustworthy LLM Agents: Threats and Countermeasures. KDD (2) Miao Yu, Fanci Meng, Xinyun Zhou, Shilong Wang, Junyuan Mao, Linsey Pang, Tianlong Chen, Kun Wang, Xinfeng Li, Yongfeng Zhang, Bo An, Qingsong Wen
2025	J	`jnl`	A Survey on Trustworthy LLM Agents: Threats and Countermeasures. CoRR Miao Yu, Fanci Meng, Xinyun Zhou, Shilong Wang, Junyuan Mao, Linsey Pang, Tianlong Chen, Kun Wang, Xinfeng Li, Yongfeng Zhang, Bo An, Qingsong Wen
2025	J	`jnl`	A Survey on the Safety and Security Threats of Computer-Using Agents: JARVIS or Ultron? CoRR Ada Chen, Yongjiang Wu, Junyuan Zhang, Jingyu Xiao, Shu Yang, Jen-tse Huang, Kun Wang, Wenxuan Wang, Shuai Wang
2025	A*	`conf`	ACE: Concept Editing in Diffusion Models without Performance Degradation. ACM Multimedia Ruipeng Wang, Junfeng Fang, Jiaqi Li, Hao Chen, Jie Shi, Kun Wang, Xiang Wang
2025	J	`jnl`	ACE: Concept Editing in Diffusion Models without Performance Degradation. CoRR Ruipeng Wang, Junfeng Fang, Jiaqi Li, Hao Chen, Jie Shi, Kun Wang, Xiang Wang
2025	J	`jnl`	Advanced long-term earth system forecasting by learning the small-scale nature. CoRR Hao Wu, Yuan Gao, Ruiqi Shu, Kun Wang, Ruijian Gou, Chuhan Wu, Xinliang Liu, Juncai He, Shuhao Cao, Junfeng Fang, Xingjian Shi, Feng Tao, Qi Song, Shengxuan Ji, Yanfei Xiang, Yuze Sun, Jiahao Li, Fan Xu, Huanshuo Dong, Haixin Wang, Fan Zhang, Penghao Zhao, Xian Wu, Qingsong Wen, Deliang Chen, Xiaomeng Huang
2025	J	`jnl`	AgenTracer: Who Is Inducing Failure in the LLM Agentic Systems? CoRR Guibin Zhang, Junhao Wang, Junjie Chen, Wangchunshu Zhou, Kun Wang, Shuicheng Yan
2025	J	`jnl`	AgentAuditor: Human-Level Safety and Security Evaluation for LLM Agents. CoRR Hanjun Luo, Shenyu Dai, Chiming Ni, Xinfeng Li, Guibin Zhang, Kun Wang, Tongliang Liu, Hanan Salam
2025	J	`jnl`	AgentSafe: Safeguarding Large Language Model-based Multi-agent Systems via Hierarchical Data Management. CoRR Junyuan Mao, Fanci Meng, Yifan Duan, Miao Yu, Xiaojun Jia, Junfeng Fang, Yuxuan Liang, Kun Wang, Qingsong Wen
2025	J	`jnl`	Aligning Multimodal LLM with Human Preference: A Survey. CoRR Tao Yu, Yifan Zhang, Chaoyou Fu, Junkang Wu, Jinda Lu, Kun Wang, Xingyu Lu, Yunhang Shen, Guibin Zhang, Dingjie Song, Yibo Yan, Tianlong Xu, Qingsong Wen, Zhang Zhang, Yan Huang, Liang Wang, Tieniu Tan
2025	A*	`conf`	AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models. ICLR Junfeng Fang, Houcheng Jiang, Kun Wang, Yunshan Ma, Jie Shi, Xiang Wang, Xiangnan He, Tat-Seng Chua
2025	J	`jnl`	AudioTrust: Benchmarking the Multifaceted Trustworthiness of Audio Large Language Models. CoRR Kai Li, Can Shen, Yile Liu, Jirui Han, Kelong Zheng, Xuechao Zou, Zhe Wang, Xingjian Du, Shun Zhang, Hanjun Luo, Yingbin Jin, Xinxin Xing, Ziyang Ma, Yue Liu, Xiaojun Jia, Yifan Zhang, Junfeng Fang, Kun Wang, Yibo Yan, Haoyang Li, Yiming Li, Xiaobin Zhuang, Yang Liu, Haibo Hu, Zhuo Chen, Zhizheng Wu, Xiaolin Hu, Eng-Siong Chng, Xiaofeng Wang, Wenyuan Xu, Wei Dong, Xinfeng Li
2025	J	`jnl`	Auditing Meta-Cognitive Hallucinations in Reasoning Large Language Models. CoRR Haolang Lu, Yilian Liu, Jingxin Xu, Guoshun Nan, Yuanlong Yu, Zhican Chen, Kun Wang
2025	J	`jnl`	Backdoor Attribution: Elucidating and Controlling Backdoor in Language Models. CoRR Miao Yu, Zhenhong Zhou, Moayad Aloqaily, Kun Wang, Biwei Huang, Stephen Wang, Yueming Jin, Qingsong Wen
2025	J	`jnl`	Backdoor Collapse: Eliminating Unknown Threats via Known Backdoor Aggregation in Language Models. CoRR Liang Lin, Miao Yu, Moayad Aloqaily, Zhenhong Zhou, Kun Wang, Linsey Pang, Prakhar Mehrotra, Qingsong Wen
2025	A*	`conf`	Backdoor Graph Condensation. ICDE Jiahao Wu, Ning Lu, Zeyu Dai, Kun Wang, Wenqi Fan, Shengcai Liu, Qing Li, Ke Tang
2025	J	`jnl`	Brain Foundation Models: A Survey on Advancements in Neural Signal Processing and Brain Discovery. CoRR Xinliang Zhou, Chenyu Liu, Zhisheng Chen, Kun Wang, Yi Ding, Ziyu Jia, Qingsong Wen
2025	J	`jnl`	Brain Foundation Models: A survey on advancements in neural signal processing and brain discovery. IEEE Signal Process. Mag. Xinliang Zhou, Chenyu Liu, Zhisheng Chen, Kun Wang, Yi Ding, Ziyu Jia, Qingsong Wen
2025	J	`jnl`	Breaking the Discretization Barrier of Continuous Physics Simulation Learning. CoRR Fan Xu, Hao Wu, Nan Wang, Lilan Peng, Kun Wang, Wei Gong, Xibin Zhao
2025	J	`jnl`	CORBA: Contagious Recursive Blocking Attacks on Multi-Agent Systems Based on Large Language Models. CoRR Zhenhong Zhou, Zherui Li, Jie Zhang, Yuanhe Zhang, Kun Wang, Yang Liu, Qing Guo
2025	J	`jnl`	CellVerse: Do Large Language Models Really Understand Cell Biology? CoRR Fan Zhang, Tianyu Liu, Zhihong Zhu, Hao Wu, Haixin Wang, Donghao Zhou, Yefeng Zheng, Kun Wang, Xian Wu, Pheng-Ann Heng
2025	J	`jnl`	CircuitProbe: Dissecting Spatiotemporal Visual Semantics with Circuit Tracing. CoRR Yiming Zhang, Chengzhang Yu, Zhuokai Zhao, Kun Wang, Qiankun Li, Zihan Chen, Yang Liu, Zenghui Ding, Yining Sun
2025	A*	`conf`	Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems. ICLR Guibin Zhang, Yanwei Yue, Zhixun Li, Sukwon Yun, Guancheng Wan, Kun Wang, Dawei Cheng, Jeffrey Xu Yu, Tianlong Chen
2025	—	`conf`	DemonAgent: Dynamically Encrypted Multi-Backdoor Implantation Attack on LLM-based Agent. EMNLP (Findings) Pengyu Zhu, Zhenhong Zhou, Yuanhe Zhang, Shilinlu Yan, Kun Wang, Sen Su
2025	J	`jnl`	DemonAgent: Dynamically Encrypted Multi-Backdoor Implantation Attack on LLM-based Agent. CoRR Pengyu Zhu, Zhenhong Zhou, Yuanhe Zhang, Shilinlu Yan, Kun Wang, Sen Su
2025	J	`jnl`	Differential-Integral Neural Operator for Long-Term Turbulence Forecasting. CoRR Hao Wu, Yuan Gao, Fan Xu, Fan Zhang, Qingsong Wen, Kun Wang, Xiaomeng Huang, Xian Wu
2025	J	`jnl`	DiffuGuard: How Intrinsic Safety is Lost and Found in Diffusion Large Language Models. CoRR Zherui Li, Zheng Nie, Zhenhong Zhou, Yufei Guo, Yue Liu, Yitong Zhang, Yu Cheng, Qingsong Wen, Kun Wang, Jiaheng Zhang
2025	—	`conf`	DynST: Dynamic Sparse Training for Resource-Constrained Spatio-Temporal Forecasting. KDD (1) Hao Wu, Haomin Wen, Guibin Zhang, Yutong Xia, Yuxuan Liang, Yu Zheng, Qingsong Wen, Kun Wang
2025	A*	`conf`	DynamicNER: A Dynamic, Multilingual, and Fine-Grained Dataset for LLM-based Named Entity Recognition. EMNLP Hanjun Luo, Yingbin Jin, Yiran Wang, Xinfeng Li, Tong Shang, Xuecheng Liu, Ruizhe Chen, Kun Wang, Hanan Salam, Qingsong Wen, Zuozhu Liu
2025	J	`jnl`	EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning. CoRR Wujiang Xu, Wentian Zhao, Zhenting Wang, Yu-Jhe Li, Can Jin, Mingyu Jin, Kai Mei, Kun Wang, Dimitris N. Metaxas
2025	J	`jnl`	EmoRAG: Evaluating RAG Robustness to Symbolic Perturbations. CoRR Xinyun Zhou, Xinfeng Li, Yinan Peng, Ming Xu, Xuanwang Zhang, Miao Yu, Yidong Wang, Xiaojun Jia, Kun Wang, Qingsong Wen, Xiaofeng Wang, Wei Dong
2025	J	`jnl`	EvoFlow: Evolving Diverse Agentic Workflows On The Fly. CoRR Guibin Zhang, Kaijie Chen, Guancheng Wan, Heng Chang, Hong Cheng, Kun Wang, Shuyue Hu, Lei Bai
2025	—	`conf`	FiDeLiS: Faithful Reasoning in Large Language Models for Knowledge Graph Question Answering. ACL (Findings) Yuan Sui, Yufei He, Nian Liu, Xiaoxin He, Kun Wang, Bryan Hooi
2025	A*	`conf`	G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks. ICML Guibin Zhang, Yanwei Yue, Xiangguo Sun, Guancheng Wan, Miao Yu, Junfeng Fang, Kun Wang, Tianlong Chen, Dawei Cheng
2025	J	`jnl`	G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems. CoRR Guibin Zhang, Muxin Fu, Guancheng Wan, Miao Yu, Kun Wang, Shuicheng Yan
2025	—	`conf`	G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems. ACL (1) Shilong Wang, Guibin Zhang, Miao Yu, Guancheng Wan, Fanci Meng, Chongye Guo, Kun Wang, Yang Wang
2025	J	`jnl`	G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems. CoRR Shilong Wang, Guibin Zhang, Miao Yu, Guancheng Wan, Fanci Meng, Chongye Guo, Kun Wang, Yang Wang
2025	J	`jnl`	Goal-Aware Identification and Rectification of Misinformation in Multi-Agent Systems. CoRR Zherui Li, Yan Mi, Zhenhong Zhou, Houcheng Jiang, Guibin Zhang, Kun Wang, Junfeng Fang
2025	A*	`conf`	Graph Sparsification via Mixture of Graphs. ICLR Guibin Zhang, Xiangguo Sun, Yanwei Yue, Chonghe Jiang, Kun Wang, Tianlong Chen, Shirui Pan
2025	J	`jnl`	Graph-Augmented Large Language Model Agents: Current Progress and Future Prospects. CoRR Yixin Liu, Guibin Zhang, Kun Wang, Shiyuan Li, Shirui Pan
2025	J	`jnl`	GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning. CoRR Yue Liu, Shengfang Zhai, Mingzhe Du, Yulin Chen, Tri Cao, Hongcheng Gao, Cheng Wang, Xinfeng Li, Kun Wang, Junfeng Fang, Jiaheng Zhang, Bryan Hooi
2025	J	`jnl`	Hidden in the Noise: Unveiling Backdoors in Audio LLMs Alignment through Latent Acoustic Pattern Triggers. CoRR Liang Lin, Miao Yu, Kaiwen Luo, Yibo Zhang, Lilan Peng, Dexian Wang, Xuehai Tang, Yuanhe Zhang, Xikang Yang, Zhenhong Zhou, Kun Wang, Yang Liu
2025	J	`jnl`	InstructAgent: Building User Controllable Recommender via LLM Agent. CoRR Wujiang Xu, Yunxiao Shi, Zujie Liang, Xuying Ning, Kai Mei, Kun Wang, Xi Zhu, Min Xu, Yongfeng Zhang
2025	J	`jnl`	Jailbreaking Large Language Diffusion Models: Revealing Hidden Safety Flaws in Diffusion-Based Text Generation. CoRR Yuanhe Zhang, Fangzhou Xie, Zhenhong Zhou, Zherui Li, Hao Chen, Kun Wang, Yufei Guo
2025	A*	`conf`	KGMark: A Diffusion Watermark for Knowledge Graphs. ICML Hongrui Peng, Haolang Lu, Yuanlong Yu, Weiye Fu, Kun Wang, Guoshun Nan
2025	J	`jnl`	KGMark: A Diffusion Watermark for Knowledge Graphs. CoRR Hongrui Peng, Haolang Lu, Yuanlong Yu, Weiye Fu, Kun Wang, Guoshun Nan
2025	—	`conf`	Knowledge Graph-Driven Memory Editing with Directional Interventions. EMNLP (Findings) Jinhu Fu, Kun Wang, Chongye Guo, Junfeng Fang, Wentao Zhang, Sen Su
2025	J	`jnl`	LIFEBench: Evaluating Length Instruction Following in Large Language Models. CoRR Wei Zhang, Zhenhong Zhou, Junfeng Fang, Rongwu Xu, Kun Wang, Yuanhe Zhang, Rui Wang, Ge Zhang, Xinfeng Li, Li Sun, Lingjuan Lyu, Yang Liu, Sen Su
2025	J	`jnl`	LLM-Virus: Evolutionary Jailbreak Attack on Large Language Models. CoRR Miao Yu, Junfeng Fang, Yingjie Zhou, Xing Fan, Kun Wang, Shirui Pan, Qingsong Wen
2025	J	`jnl`	LatentEvolve: Self-Evolving Test-Time Scaling in Latent Space. CoRR Guibin Zhang, Fanci Meng, Guancheng Wan, Zherui Li, Kun Wang, Zhenfei Yin, Lei Bai, Shuicheng Yan
2025	J	`jnl`	Learning from Dense Events: Towards Fast Spiking Neural Networks Training via Event Dataset Distillation. CoRR Shuhan Ye, Yi Yu, Qixin Zhang, Chenqi Kong, Qiangqiang Wu, Kun Wang, Xudong Jiang
2025	J	`jnl`	LeechHijack: Covert Computational Resource Exploitation in Intelligent Agent Systems. CoRR Yuanhe Zhang, Weiliu Wang, Zhenhong Zhou, Kun Wang, Jie Zhang, Li Sun, Yang Liu, Sen Su
2025	J	`jnl`	MME-Emotion: A Holistic Evaluation Benchmark for Emotional Intelligence in Multimodal Large Language Models. CoRR Fan Zhang, Zebang Cheng, Chong Deng, Haoxuan Li, Zheng Lian, Qian Chen, Huadai Liu, Wen Wang, Yifan Zhang, Renrui Zhang, Ziyu Guo, Zhihong Zhu, Hao Wu, Haixin Wang, Yefeng Zheng, Xiaojiang Peng, Xian Wu, Kun Wang, Xiangang Li, Jieping Ye, Pheng-Ann Heng
2025	A*	`conf`	MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans? ICLR Yifan Zhang, Huanyu Zhang, Haochen Tian, Chaoyou Fu, Shuangqing Zhang, Junfei Wu, Feng Li, Kun Wang, Qingsong Wen, Zhang Zhang, Liang Wang, Rong Jin
2025	—	`conf`	MasRouter: Learning to Route LLMs for Multi-Agent Systems. ACL (1) Yanwei Yue, Guibin Zhang, Boyang Liu, Guancheng Wan, Kun Wang, Dawei Cheng, Yiyan Qi
2025	J	`jnl`	MasRouter: Learning to Route LLMs for Multi-Agent Systems. CoRR Yanwei Yue, Guibin Zhang, Boyang Liu, Guancheng Wan, Kun Wang, Dawei Cheng, Yiyan Qi
2025	A*	`conf`	Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality. ICLR Guanyu Zhou, Yibo Yan, Xin Zou, Kun Wang, Aiwei Liu, Xuming Hu
2025	A*	`conf`	Multi-agent Architecture Search via Agentic Supernet. ICML Guibin Zhang, Luyang Niu, Junfeng Fang, Kun Wang, Lei Bai, Xiang Wang
2025	J	`jnl`	Multi-agent Architecture Search via Agentic Supernet. CoRR Guibin Zhang, Luyang Niu, Junfeng Fang, Kun Wang, Lei Bai, Xiang Wang
2025	—	`conf`	NetSafe: Exploring the Topological Safety of Multi-agent System. ACL (Findings) Miao Yu, Shilong Wang, Guibin Zhang, Junyuan Mao, Chenlong Yin, Qijiong Liu, Kun Wang, Qingsong Wen, Yang Wang
2025	A*	`conf`	On the Role of Attention Heads in Large Language Model Safety. ICLR Zhenhong Zhou, Haiyang Yu, Xinghua Zhang, Rongwu Xu, Fei Huang, Kun Wang, Yang Liu, Junfeng Fang, Yongbin Li
2025	A*	`conf`	OneForecast: A Universal Framework for Global and Regional Weather Forecasting. ICML Yuan Gao, Hao Wu, Ruiqi Shu, Huanshuo Dong, Fan Xu, Rui Ray Chen, Yibo Yan, Qingsong Wen, Xuming Hu, Kun Wang, Jiahao Wu, Qing Li, Hui Xiong, Xiaomeng Huang
2025	J	`jnl`	OneForecast: A Universal Framework for Global and Regional Weather Forecasting. CoRR Yuan Gao, Hao Wu, Ruiqi Shu, Huanshuo Dong, Fan Xu, Rui Chen, Yibo Yan, Qingsong Wen, Xuming Hu, Kun Wang, Jiahao Wu, Qing Li, Hui Xiong, Xiaomeng Huang
2025	A*	`conf`	Open-CK: A Large Multi-Physics Fields Coupling benchmarks in Combustion Kinetics. ICLR Zaige Fei, Fan Xu, Junyuan Mao, Yuxuan Liang, Qingsong Wen, Kun Wang, Hao Wu, Yang Wang
2025	J	`jnl`	OrthAlign: Orthogonal Subspace Decomposition for Non-Interfering Multi-Objective Alignment. CoRR Liang Lin, Zhihao Xu, Junhao Dong, Jian Zhao, Yuchen Yuan, Guibin Zhang, Miao Yu, Yiming Zhang, Zhengtao Yao, Huahui Yi, Dongrui Liu, Xinfeng Li, Kun Wang
2025	A*	`conf`	Pierce the Mists, Greet the Sky: Decipher Knowledge Overshadowing via Knowledge Circuit Analysis. EMNLP Haoming Huang, Yibo Yan, Jiahao Huo, Xin Zou, Xinfeng Li, Kun Wang, Xuming Hu
2025	J	`jnl`	Pierce the Mists, Greet the Sky: Decipher Knowledge Overshadowing via Knowledge Circuit Analysis. CoRR Haoming Huang, Yibo Yan, Jiahao Huo, Xin Zou, Xinfeng Li, Kun Wang, Xuming Hu
2025	J	`jnl`	REDEditing: Relationship-Driven Precise Backdoor Poisoning on Text-to-Image Diffusion Models. CoRR Chongye Guo, Jinhu Fu, Junfeng Fang, Kun Wang, Guorui Feng
2025	J	`jnl`	Recommender Systems Meet Large Language Model Agents: A Survey. Found. Trends Priv. Secur. Xi Zhu, Yu Wang, Hang Gao, Wujiang Xu, Chen Wang, Zhiwei Liu, Kun Wang, Mingyu Jin, Linsey Pang, Qingsong Weng, Philip S. Yu, Yongfeng Zhang
2025	J	`jnl`	Revisiting Third-Party Library Detection: A Ground Truth Dataset and Its Implications Across Security Tasks. CoRR Jintao Gu, Haolang Lu, Guoshun Nan, Yihan Lin, Kun Wang, Yuchun Guo, Yigui Cao, Yang Liu
2025	J	`jnl`	SaFeR-VLM: Toward Safety-aware Fine-grained Reasoning in Multimodal Models. CoRR Huahui Yi, Kun Wang, Qiankun Li, Miao Yu, Liang Lin, Gongli Xi, Hao Wu, Xuming Hu, Kang Li, Yang Liu
2025	J	`jnl`	SafeMLRM: Demystifying Safety in Multi-modal Large Reasoning Models. CoRR Junfeng Fang, Yukai Wang, Ruipeng Wang, Zijun Yao, Kun Wang, An Zhang, Xiang Wang, Tat-Seng Chua
2025	J	`jnl`	SafeSieve: From Heuristics to Experience in Progressive Pruning for LLM-based Multi-Agent Communication. CoRR Ruijia Zhang, Xinyan Zhao, Ruixiang Wang, Sigen Chen, Guibin Zhang, An Zhang, Kun Wang, Qingsong Wen
2025	J	`jnl`	Spatiotemporal Forecasting as Planning: A Model-Based Reinforcement Learning Approach with Generative World Models. CoRR Hao Wu, Yuan Gao, Xingjian Shi, Shuaipeng Li, Fan Xu, Fan Zhang, Zhihong Zhu, Weiyan Wang, Xiao Luo, Kun Wang, Xian Wu, Xiaomeng Huang
2025	J	`jnl`	Uni-NTFM: A Unified Foundation Model for EEG Signal Representation Learning. CoRR Zhisheng Chen, Yingwei Zhang, Qizhen Lan, Tianyu Liu, Huacan Wang, Yi Ding, Ziyu Jia, Ronghao Chen, Kun Wang, Xinliang Zhou
2025	J	`jnl`	UniErase: Unlearning Token as a Universal Erasure Primitive for Language Models. CoRR Miao Yu, Liang Lin, Guibin Zhang, Xinfeng Li, Junfeng Fang, Ningyu Zhang, Kun Wang, Yang Wang
2025	J	`jnl`	Unlocking Out-of-Distribution Generalization in Dynamics through Physics-Guided Augmentation. CoRR Fan Xu, Hao Wu, Kun Wang, Nan Wang, Qingsong Wen, Xian Wu, Wei Gong, Xibin Zhao
2025	A*	`conf`	UrbanVLP: Multi-Granularity Vision-Language Pretraining for Urban Socioeconomic Indicator Prediction. AAAI Xixuan Hao, Wei Chen, Yibo Yan, Siru Zhong, Kun Wang, Qingsong Wen, Yuxuan Liang
2025	J	`jnl`	VISION: Prompting Ocean Vertical Velocity Reconstruction from Incomplete Observations. CoRR Yuan Gao, Hao Wu, Qingsong Wen, Kun Wang, Xian Wu, Xiaomeng Huang
2025	—	`conf`	iAgent: LLM Agent as a Shield between User and Recommender Systems. ACL (Findings) Wujiang Xu, Yunxiao Shi, Zujie Liang, Xuying Ning, Kai Mei, Kun Wang, Xi Zhu, Min Xu, Yongfeng Zhang
2024	J	`jnl`	A Comprehensive Survey on EEG-Based Emotion Recognition: A Graph-Based Perspective. CoRR Chenyu Liu, Xinliang Zhou, Yihao Wu, Yi Ding, Liming Zhai, Kun Wang, Ziyu Jia, Yang Liu
2024	J	`jnl`	Brave the Wind and the Waves: Discovering Robust and Generalizable Graph Lottery Tickets. IEEE Trans. Pattern Anal. Mach. Intell. Kun Wang, Yuxuan Liang, Xinglin Li, Guohao Li, Bernard Ghanem, Roger Zimmermann, Zhengyang Zhou, Huahui Yi, Yudong Zhang, Yang Wang
2024	J	`jnl`	CaT-GNN: Enhancing Credit Card Fraud Detection via Causal Temporal Graph Neural Networks. CoRR Yifan Duan, Guibin Zhang, Shilong Wang, Xiaojiang Peng, Ziqi Wang, Junyuan Mao, Hao Wu, Xinke Jiang, Kun Wang
2024	A*	`conf`	Causal Deciphering and Inpainting in Spatio-Temporal Dynamics via Diffusion Model. NeurIPS Yifan Duan, Jian Zhao, pengcheng, Junyuan Mao, Hao Wu, Jingyu Xu, Shilong Wang, Caoyuan Ma, Kai Wang, Kun Wang, Xuelong Li
2024	J	`jnl`	Causal Deciphering and Inpainting in Spatio-Temporal Dynamics via Diffusion Model. CoRR Yifan Duan, Jian Zhao, pengcheng, Junyuan Mao, Hao Wu, Jingyu Xu, Shilong Wang, Caoyuan Ma, Kai Wang, Kun Wang, Xuelong Li
2024	J	`jnl`	DynST: Dynamic Sparse Training for Resource-Constrained Spatio-Temporal Forecasting. CoRR Hao Wu, Haomin Wen, Guibin Zhang, Yutong Xia, Kai Wang, Yuxuan Liang, Yu Zheng, Kun Wang
2024	A*	`conf`	EXGC: Bridging Efficiency and Explainability in Graph Condensation. WWW Junfeng Fang, Xinglin Li, Yongduo Sui, Yuan Gao, Guibin Zhang, Kun Wang, Xiang Wang, Xiangnan He
2024	J	`jnl`	EXGC: Bridging Efficiency and Explainability in Graph Condensation. CoRR Junfeng Fang, Xinglin Li, Yongduo Sui, Yuan Gao, Guibin Zhang, Kun Wang, Xiang Wang, Xiangnan He
2024	A*	`conf`	Earthfarsser: Versatile Spatio-Temporal Dynamical Systems Modeling in One Model. AAAI Hao Wu, Yuxuan Liang, Wei Xiong, Zhengyang Zhou, Wei Huang, Shilong Wang, Kun Wang
2024	J	`jnl`	FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering. CoRR Yuan Sui, Yufei He, Nian Liu, Xiaoxin He, Kun Wang, Bryan Hooi
2024	J	`jnl`	Fortune favors the invariant: Enhancing GNNs' generalizability with Invariant Graph Learning. Knowl. Based Syst. Guibin Zhang, Yiqiao Chen, Shiyu Wang, Kun Wang, Junfeng Fang
2024	A*	`conf`	GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning. NeurIPS Guibin Zhang, Haonan Dong, Yuchen Zhang, Zhixun Li, Dingshuo Chen, Kai Wang, Tianlong Chen, Yuxuan Liang, Dawei Cheng, Kun Wang
2024	A*	`conf`	Graph Lottery Ticket Automated. ICLR Guibin Zhang, Kun Wang, Wei Huang, Yanwei Yue, Yang Wang, Roger Zimmermann, Aojun Zhou, Dawei Cheng, Jin Zeng, Yuxuan Liang
2024	J	`jnl`	Graph Sparsification via Mixture of Graphs. CoRR Guibin Zhang, Xiangguo Sun, Yanwei Yue, Kun Wang, Tianlong Chen, Shirui Pan
2024	A*	`conf`	Kill Two Birds with One Stone: Rethinking Data Augmentation for Deep Long-tailed Learning. ICLR Binwu Wang, Pengkun Wang, Wei Xu, Xu Wang, Yudong Zhang, Kun Wang, Yang Wang
2024	J	`jnl`	Modeling Spatio-Temporal Dynamical Systems With Neural Discrete Learning and Levels-of-Experts. IEEE Trans. Knowl. Data Eng. Kun Wang, Hao Wu, Guibin Zhang, Junfeng Fang, Yuxuan Liang, Yuankai Wu, Roger Zimmermann, Yang Wang
2024	J	`jnl`	Modeling Spatio-temporal Dynamical Systems with Neural Discrete Learning and Levels-of-Experts. CoRR Kun Wang, Hao Wu, Guibin Zhang, Junfeng Fang, Yuxuan Liang, Yuankai Wu, Roger Zimmermann, Yang Wang
2024	—	`conf`	MolTC: Towards Molecular Relational Modeling In Language Models. ACL (Findings) Junfeng Fang, Shuai Zhang, Chang Wu, Zhengyi Yang, Zhiyuan Liu, Sihang Li, Kun Wang, Wenjie Du, Xiang Wang
2024	J	`jnl`	MolTC: Towards Molecular Relational Modeling In Language Models. CoRR Junfeng Fang, Shuai Zhang, Chang Wu, Zhengyi Yang, Zhiyuan Liu, Sihang Li, Kun Wang, Wenjie Du, Xiang Wang
2024	A*	`conf`	NuwaDynamics: Discovering and Updating in Causal Spatio-Temporal Modeling. ICLR Kun Wang, Hao Wu, Yifan Duan, Guibin Zhang, Kai Wang, Xiaojiang Peng, Yu Zheng, Yuxuan Liang, Yang Wang
2024	J	`jnl`	Spatio-Temporal Field Neural Networks for Air Quality Inference. CoRR Yutong Feng, Qiongyan Wang, Yutong Xia, Junlin Huang, Siru Zhong, Kun Wang, Shifen Cheng, Yuxuan Liang
2024	J	`jnl`	Spatio-Temporal Fluid Dynamics Modeling via Physical-Awareness and Parameter Diffusion Guidance. CoRR Hao Wu, Fan Xu, Yifan Duan, Ziwei Niu, Weiyan Wang, Gaofeng Lu, Kun Wang, Yuxuan Liang, Yang Wang
2024	A*	`conf`	The Heterophilic Snowflake Hypothesis: Training and Empowering GNNs for Heterophilic Graphs. KDD Kun Wang, Guibin Zhang, Xinnan Zhang, Junfeng Fang, Xun Wu, Guohao Li, Shirui Pan, Wei Huang, Yuxuan Liang
2024	J	`jnl`	The Heterophilic Snowflake Hypothesis: Training and Empowering GNNs for Heterophilic Graphs. CoRR Kun Wang, Guibin Zhang, Xinnan Zhang, Junfeng Fang, Xun Wu, Guohao Li, Shirui Pan, Wei Huang, Yuxuan Liang
2024	A*	`conf`	The Snowflake Hypothesis: Training and Powering GNN with One Node One Receptive Field. KDD Kun Wang, Guohao Li, Shilong Wang, Guibin Zhang, Kai Wang, Yang You, Junfeng Fang, Xiaojiang Peng, Yuxuan Liang, Yang Wang
2024	A*	`conf`	Towards Neuron Attributions in Multi-Modal Large Language Models. NeurIPS Junfeng Fang, Zac Bi, Ruipeng Wang, Houcheng Jiang, Yuan Gao, Kun Wang, An Zhang, Jie Shi, Xiang Wang, Tat-Seng Chua
2024	A*	`conf`	Two Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological Awareness. ICML Guibin Zhang, Yanwei Yue, Kun Wang, Junfeng Fang, Yongduo Sui, Kai Wang, Yuxuan Liang, Dawei Cheng, Shirui Pan, Tianlong Chen
2024	J	`jnl`	Two Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological Awareness. CoRR Guibin Zhang, Yanwei Yue, Kun Wang, Junfeng Fang, Yongduo Sui, Kai Wang, Yuxuan Liang, Dawei Cheng, Shirui Pan, Tianlong Chen
2024	J	`jnl`	Two Trades is not Baffled: Condensing Graph via Crafting Rational Gradient Matching. CoRR Tianle Zhang, Yuchen Zhang, Kun Wang, Kai Wang, Beining Yang, Kaipeng Zhang, Wenqi Shao, Ping Liu, Joey Tianyi Zhou, Yang You
2024	J	`jnl`	UrbanVLP: A Multi-Granularity Vision-Language Pre-Trained Foundation Model for Urban Indicator Prediction. CoRR Xixuan Hao, Wei Chen, Yibo Yan, Siru Zhong, Kun Wang, Qingsong Wen, Yuxuan Liang
2023	J	`jnl`	A2DJP: A Two Graph-Based Component Fused Learning Framework for Urban Anomaly Distribution and Duration Joint-Prediction. IEEE Trans. Knowl. Data Eng. Kun Wang, Zhengyang Zhou, Xu Wang, Pengkun Wang, Qi Fang, Yang Wang
2023	J	`jnl`	Attend Who is Weak: Enhancing Graph Condensation via Cross-Free Adversarial Training. CoRR Xinglin Li, Kun Wang, Hanhui Deng, Yuxuan Liang, Di Wu
2023	A*	`conf`	Maintaining the Status Quo: Capturing Invariant Relations for OOD Spatiotemporal Learning. KDD Zhengyang Zhou, Qihe Huang, Kuo Yang, Kun Wang, Xu Wang, Yudong Zhang, Yuxuan Liang, Yang Wang
2023	A*	`conf`	Searching Lottery Tickets in Graph Neural Networks: A Dual Perspective. ICLR Kun Wang, Yuxuan Liang, Pengkun Wang, Xu Wang, Pengfei Gu, Junfeng Fang, Yang Wang
2020	—	`conf`	Estimation of Urban Travel Time with Sparse Traffic Surveillance Data. HPCCT/BDAI Kangjia Shao, Kun Wang, Lianliang Chen, Zhengyang Zhou