PPaperPicks

Kun Wang

Nanyang Technological University, Singapore

63 papers at tracked venues · 58 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-0602-169X ↗Google Scholar ↗Homepage ↗

Venues

ACL ×14NeurIPS ×13ICLR ×10SIGKDD ×6AAAI ×5EMNLP ×5ICML ×5ICCV ×2ACM MM ×1ICDE ×1WWW ×1

Frequent coauthors

Guibin Zhang
×18
Qingsong Wen
×15
Junfeng Fang
×14
Yuxuan Liang
×9
Miao Yu
×8
Zhenhong Zhou
×8
Xinfeng Li
×7
Yang Wang
×7
Shilong Wang
×6
Tianlong Chen
×6
Xiang Wang
×6
Yanwei Yue
×6

Papers

  1. Advanced Global Wildfire Activity Modeling with Hierarchical Graph ODE
    SIGKDD 2026 ·
    Fan Xu
    ,
    Wei Gong
    ,
    Hao Wu
    ,
    Lilan Peng
    ,
    Nan Wang
    ,
    Qingsong Wen
    ,
    Xian Wu
    , Kun Wang,
    Xibin Zhao
  2. Backdoor Collapse: Eliminating Unknown Threats Via Known Backdoor Aggregation In Language Models
    ACL 2026 ·
    Liang Lin
    ,
    Miao Yu
    ,
    Moayad Aloqaily
    ,
    Zhenhong Zhou
    , Kun Wang,
    Linsey Pang
    ,
    Prakhar Mehrotra
    ,
    Qingsong Wen
  3. CIA: Inferring the Communication Topology from LLM-based Multi-Agent Systems
    ACL 2026 ·
    Yongxuan Wu
    ,
    Xixun Lin
    ,
    He Zhang
    ,
    Nan Sun
    , Kun Wang,
    Chuan Zhou
    ,
    Shirui Pan
    ,
    Yanan Cao
  4. CORBA: Contagious Recursive Blocking Attacks on Multi-Agent Systems Based on Large Language Models
    ACL 2026 ·
    Zhenhong Zhou
    ,
    Zherui Li
    ,
    Jie Zhang
    ,
    Yuanhe Zhang
    , Kun Wang,
    Yang Liu
    ,
    Qing Guo
  5. Calibrating Inference Time Alignment with Sequence-level Risk Accumulation
    ACL 2026 ·
    Shanwen Tan
    ,
    Ziyang Dong
    ,
    Wei Ju
    ,
    Yiwei Fu
    ,
    Hao Wu
    , Kun Wang,
    Yifan Wang
    ,
    Ziyue Qiao
  6. EmoRAG: Evaluating RAG Robustness to Symbolic Perturbations
    SIGKDD 2026 ·
    Xinyun Zhou
    ,
    Xinfeng Li
    ,
    Yinan Peng
    ,
    Ming Xu
    ,
    Xuanwang Zhang
    ,
    Miao Yu
    ,
    Yidong Wang
    ,
    Xiaojun Jia
    , Kun Wang,
    Qingsong Wen
    ,
    XiaoFeng Wang
    ,
    Wei Dong
  7. HearSay Benchmark: Do Audio LLMs Leak What They Hear?
    ACL 2026 ·
    Jin Wang
    ,
    Kaiwen Luo
    ,
    Liang Lin
    ,
    Weiliu Wang
    ,
    Yitian Chen
    ,
    Moayad Aloqaily
    ,
    Xuehai Tang
    ,
    Zhenhong Zhou
    , Kun Wang,
    Li Sun
    ,
    Qingsong Wen
  8. Hidden in the Noise: Unveiling Backdoors in Audio LLMs Alignment Through Latent Acoustic Pattern Triggers
    AAAI 2026 ·
    Liang Lin
    ,
    Miao Yu
    ,
    Kaiwen Luo
    ,
    Yibo Zhang
    ,
    Lilan Peng
    ,
    Dexian Wang
    ,
    Xuehai Tang
    ,
    Yuanhe Zhang
    ,
    Xikang Yang
    ,
    Zhenhong Zhou
    , Kun Wang,
    Yang Liu
  9. JARVIS or Ultron? A Survey on the Safety and Security Threats of Computer-Using Agents
    ACL 2026 ·
    Ada Chen
    ,
    Yongjiang Wu
    ,
    Junyuan Zhang
    ,
    Jingyu Xiao
    ,
    Shu Yang
    ,
    Jen-tse Huang
    , Kun Wang,
    Wenxuan Wang
    ,
    Shuai Wang
  10. NeuralOM: Neural Ocean Model for Subseasonal-to-Seasonal Simulation
    AAAI 2026 ·
    Yuan Gao
    ,
    Hao Wu
    ,
    Fan Xu
    ,
    Yanfei Xiang
    ,
    Ruijian Gou
    ,
    Ruiqi Shu
    ,
    Qingsong Wen
    ,
    Xian Wu
    , Kun Wang,
    Xiaomeng Huang
  11. RSA-Bench: Benchmarking Audio Large Models in Real-World Acoustic Scenarios
    ACL 2026 ·
    Yibo Zhang
    ,
    Kaiwen Luo
    ,
    Liang Lin
    ,
    Shilinlu Yan
    ,
    Jin Wang
    ,
    Yaoqi Guo
    ,
    Yitian Chen
    ,
    Yalan Qin
    ,
    Zhenhong Zhou
    , Kun Wang,
    Li Sun
  12. SafeSieve: From Heuristics to Experience in Progressive Pruning for LLM-based Multi-Agent Communication
    AAAI 2026 ·
    Ruijia Zhang
    ,
    Xinyan Zhao
    ,
    Ruixiang Wang
    ,
    Sigen Chen
    ,
    Guibin Zhang
    ,
    An Zhang
    , Kun Wang,
    Qingsong Wen
  13. A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges
    ACL 2025 ·
    Yibo Yan
    ,
    Jiamin Su
    ,
    Jianxiang He
    ,
    Fangteng Fu
    ,
    Xu Zheng
    ,
    Yuanhuiyi Lyu
    , Kun Wang,
    Shen Wang
    ,
    Qingsong Wen
    ,
    Xuming Hu
  14. A Survey on Trustworthy LLM Agents: Threats and Countermeasures
    SIGKDD 2025 ·
    Miao Yu
    ,
    Fanci Meng
    ,
    Xinyun Zhou
    ,
    Shilong Wang
    ,
    Junyuan Mao
    ,
    Linsey Pang
    ,
    Tianlong Chen
    , Kun Wang,
    Xinfeng Li
    ,
    Yongfeng Zhang
    ,
    Bo An
    ,
    Qingsong Wen
  15. ACE: Concept Editing in Diffusion Models without Performance Degradation
    ACM MM 2025 ·
    Ruipeng Wang
    ,
    Junfeng Fang
    ,
    Jiaqi Li
    ,
    Hao Chen
    ,
    Jie Shi
    , Kun Wang,
    Xiang Wang
  16. AgentAuditor: Human-level Safety and Security Evaluation for LLM Agents
    NeurIPS 2025 ·
    Hanjun Luo
    ,
    Shenyu Dai
    ,
    Chiming Ni
    ,
    Xinfeng Li
    ,
    Guibin Zhang
    , Kun Wang,
    Tongliang Liu
    ,
    Hanan Salam
  17. AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models
    ICLR 2025 ·
    Junfeng Fang
    ,
    Houcheng Jiang
    , Kun Wang,
    Yunshan Ma
    ,
    Jie Shi
    ,
    Xiang Wang
    ,
    Xiangnan He
    ,
    Tat-Seng Chua
  18. Auditing Meta-Cognitive Hallucinations in Reasoning Large Language Models
    NeurIPS 2025 ·
    Haolang Lu
    ,
    Yilian Liu
    ,
    Jingxin Xu
    ,
    Guoshun Nan
    ,
    Yuanlong Yu
    ,
    Zhican Chen
    , Kun Wang
  19. Backdoor Graph Condensation
    ICDE 2025 ·
    Jiahao Wu
    ,
    Ning Lu
    ,
    Zeyu Dai
    , Kun Wang,
    Wenqi Fan
    ,
    Shengcai Liu
    ,
    Qing Li
    ,
    Ke Tang
  20. CellVerse: Do Large Language Models Really Understand Cell Biology?
    NeurIPS 2025 ·
    Fan Zhang
    ,
    Tianyu Liu
    ,
    Zhihong Zhu
    ,
    Hao Wu
    ,
    Haixin Wang
    ,
    Donghao Zhou
    ,
    Yefeng Zheng
    , Kun Wang,
    Xian Wu
    ,
    Pheng-Ann Heng
  21. Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems
    ICLR 2025 ·
    Guibin Zhang
    ,
    Yanwei Yue
    ,
    Zhixun Li
    ,
    Sukwon Yun
    ,
    Guancheng Wan
    , Kun Wang,
    Dawei Cheng
    ,
    Jeffrey Xu Yu
    ,
    Tianlong Chen
  22. DemonAgent: Dynamically Encrypted Multi-Backdoor Implantation Attack on LLM-based Agent
    EMNLP 2025 ·
    Pengyu Zhu
    ,
    Zhenhong Zhou
    ,
    Yuanhe Zhang
    ,
    Shilinlu Yan
    , Kun Wang,
    Sen Su
  23. DynST: Dynamic Sparse Training for Resource-Constrained Spatio-Temporal Forecasting
    SIGKDD 2025 ·
    Hao Wu
    ,
    Haomin Wen
    ,
    Guibin Zhang
    ,
    Yutong Xia
    ,
    Yuxuan Liang
    ,
    Yu Zheng
    ,
    Qingsong Wen
    , Kun Wang
  24. DynamicNER: A Dynamic, Multilingual, and Fine-Grained Dataset for LLM-based Named Entity Recognition
    EMNLP 2025 ·
    Hanjun Luo
    ,
    Yingbin Jin
    ,
    Yiran Wang
    ,
    Xinfeng Li
    ,
    Tong Shang
    ,
    Xuecheng Liu
    ,
    Ruizhe Chen
    , Kun Wang,
    Hanan Salam
    ,
    Qingsong Wen
    ,
    Zuozhu Liu
  25. FiDeLiS: Faithful Reasoning in Large Language Models for Knowledge Graph Question Answering
    ACL 2025 ·
    Yuan Sui
    ,
    Yufei He
    ,
    Nian Liu
    ,
    Xiaoxin He
    , Kun Wang,
    Bryan Hooi
  26. G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks
    ICML 2025 ·
    Guibin Zhang
    ,
    Yanwei Yue
    ,
    Xiangguo Sun
    ,
    Guancheng Wan
    ,
    Miao Yu
    ,
    Junfeng Fang
    , Kun Wang,
    Tianlong Chen
    ,
    Dawei Cheng
  27. G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems
    NeurIPS 2025 ·
    Guibin Zhang
    ,
    Muxin Fu
    , Kun Wang,
    Frank Wan
    ,
    Miao Yu
    ,
    Shuicheng Yan
  28. G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems
    ACL 2025 ·
    Shilong Wang
    ,
    Guibin Zhang
    ,
    Miao Yu
    ,
    Guancheng Wan
    ,
    Fanci Meng
    ,
    Chongye Guo
    , Kun Wang,
    Yang Wang
  29. GoT: Unleashing Reasoning Capability of MLLM for Visual Generation and Editing
    NeurIPS 2025 ·
    Rongyao Fang
    ,
    Chengqi Duan
    , Kun Wang,
    Linjiang Huang
    ,
    Hao Li
    ,
    Hao Tian
    ,
    Shilin Yan
    ,
    Weihao Yu
    ,
    Xingyu Zeng
    ,
    Jifeng Dai
    ,
    Xihui Liu
    ,
    Hongsheng Li
  30. Graph Sparsification via Mixture of Graphs
    ICLR 2025 ·
    Guibin Zhang
    ,
    Xiangguo Sun
    ,
    Yanwei Yue
    ,
    Chonghe Jiang
    , Kun Wang,
    Tianlong Chen
    ,
    Shirui Pan
  31. GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning
    NeurIPS 2025 ·
    Yue Liu
    ,
    Shengfang Zhai
    ,
    Mingzhe Du
    ,
    Yulin Chen
    ,
    Tri Cao
    ,
    Hongcheng Gao
    ,
    Cheng Wang
    ,
    Xinfeng Li
    , Kun Wang,
    Junfeng Fang
    ,
    Jiaheng Zhang
    ,
    Bryan Hooi
  32. KGMark: A Diffusion Watermark for Knowledge Graphs
    ICML 2025 ·
    Hongrui Peng
    ,
    Haolang Lu
    ,
    Yuanlong Yu
    ,
    Weiye Fu
    , Kun Wang,
    Guoshun Nan
  33. Knowledge Graph-Driven Memory Editing with Directional Interventions
    EMNLP 2025 ·
    Jinhu Fu
    , Kun Wang,
    Chongye Guo
    ,
    Junfeng Fang
    ,
    Wentao Zhang
    ,
    Sen Su
  34. LIFEBENCH: Evaluating Length Instruction Following in Large Language Models
    NeurIPS 2025 ·
    Wei Zhang
    ,
    Zhenhong Zhou
    , Kun Wang,
    Junfeng Fang
    ,
    Rongwu Xu
    ,
    Yuanhe Zhang
    ,
    Rui Wang
    ,
    Ge Zhang
    ,
    Xinfeng Li
    ,
    Li Sun
    ,
    Lingjuan Lyu
    ,
    Yang Liu
    ,
    Sen Su
  35. MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?
    ICLR 2025 ·
    Yifan Zhang
    ,
    Huanyu Zhang
    ,
    Haochen Tian
    ,
    Chaoyou Fu
    ,
    Shuangqing Zhang
    ,
    Junfei Wu
    ,
    Feng Li
    , Kun Wang,
    Qingsong Wen
    ,
    Zhang Zhang
    ,
    Liang Wang
    ,
    Rong Jin
  36. MasRouter: Learning to Route LLMs for Multi-Agent Systems
    ACL 2025 ·
    Yanwei Yue
    ,
    Guibin Zhang
    ,
    Boyang Liu
    ,
    Guancheng Wan
    , Kun Wang,
    Dawei Cheng
    ,
    Yiyan Qi
  37. Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality
    ICLR 2025 ·
    Guanyu Zhou
    ,
    Yibo Yan
    ,
    Xin Zou
    , Kun Wang,
    Aiwei Liu
    ,
    Xuming Hu
  38. Multi-agent Architecture Search via Agentic Supernet
    ICML 2025 ·
    Guibin Zhang
    ,
    Luyang Niu
    ,
    Junfeng Fang
    , Kun Wang,
    Lei Bai
    ,
    Xiang Wang
  39. NetSafe: Exploring the Topological Safety of Multi-agent System
    ACL 2025 ·
    Miao Yu
    ,
    Shilong Wang
    ,
    Guibin Zhang
    ,
    Junyuan Mao
    ,
    Chenlong Yin
    ,
    Qijiong Liu
    , Kun Wang,
    Qingsong Wen
    ,
    Yang Wang
  40. On the Role of Attention Heads in Large Language Model Safety
    ICLR 2025 ·
    Zhenhong Zhou
    ,
    Haiyang Yu
    ,
    Xinghua Zhang
    ,
    Rongwu Xu
    ,
    Fei Huang
    , Kun Wang,
    Yang Liu
    ,
    Junfeng Fang
    ,
    Yongbin Li
  41. OneForecast: A Universal Framework for Global and Regional Weather Forecasting
    ICML 2025 ·
    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
  42. Open-CK: A Large Multi-Physics Fields Coupling benchmarks in Combustion Kinetics
    ICLR 2025 ·
    Zaige Fei
    ,
    Fan Xu
    ,
    Junyuan Mao
    ,
    Yuxuan Liang
    ,
    Qingsong Wen
    , Kun Wang,
    Hao Wu
    ,
    Yang Wang
  43. PUMA: Empowering Unified MLLM with Multi-Granular Visual Generation
    ICCV 2025 ·
    Rongyao Fang
    ,
    Chengqi Duan
    , Kun Wang,
    Hao Li
    ,
    Linjiang Huang
    ,
    Hao Tian
    ,
    Xingyu Zeng
    ,
    Rui Zhao
    ,
    Jifeng Dai
    ,
    Hongsheng Li
    ,
    Xihui Liu
  44. Pierce the Mists, Greet the Sky: Decipher Knowledge Overshadowing via Knowledge Circuit Analysis
    EMNLP 2025 ·
    Haoming Huang
    ,
    Yibo Yan
    ,
    Jiahao Huo
    ,
    Xin Zou
    ,
    Xinfeng Li
    , Kun Wang,
    Xuming Hu
  45. Seg-VAR: Image Segmentation with Visual Autoregressive Modeling
    NeurIPS 2025 ·
    Rongkun Zheng
    ,
    Lu Qi
    ,
    Xi Chen
    ,
    Yi Wang
    , Kun Wang,
    Hengshuang Zhao
  46. Unleashing Foundation Vision Models: Adaptive Transfer for Diverse Data-Limited Scientific Domains
    NeurIPS 2025 ·
    Qiankun Li
    ,
    Feng He
    ,
    Huabao Chen
    ,
    Xin Ning
    , Kun Wang,
    Zengfu Wang
  47. UrbanVLP: Multi-Granularity Vision-Language Pretraining for Urban Socioeconomic Indicator Prediction
    AAAI 2025 ·
    Xixuan Hao
    ,
    Wei Chen
    ,
    Yibo Yan
    ,
    Siru Zhong
    , Kun Wang,
    Qingsong Wen
    ,
    Yuxuan Liang
  48. ViLLa: Video Reasoning Segmentation with Large Language Model
    ICCV 2025 ·
    Rongkun Zheng
    ,
    Lu Qi
    ,
    Xi Chen
    ,
    Yi Wang
    , Kun Wang,
    Hengshuang Zhao
  49. iAgent: LLM Agent as a Shield between User and Recommender Systems
    ACL 2025 ·
    Wujiang Xu
    ,
    Yunxiao Shi
    ,
    Zujie Liang
    ,
    Xuying Ning
    ,
    Kai Mei
    , Kun Wang,
    Xi Zhu
    ,
    Min Xu
    ,
    Yongfeng Zhang
  50. CLEAR: Can Language Models Really Understand Causal Graphs?
    EMNLP 2024 ·
    Sirui Chen
    ,
    Mengying Xu
    , Kun Wang,
    Xingyu Zeng
    ,
    Rui Zhao
    ,
    Shengjie Zhao
    ,
    Chaochao Lu
  51. Causal Deciphering and Inpainting in Spatio-Temporal Dynamics via Diffusion Model
    NeurIPS 2024 ·
    Yifan Duan
    ,
    Jian Zhao
    ,
    pengcheng
    ,
    Junyuan Mao
    ,
    Hao Wu
    ,
    Jingyu Xu
    ,
    Shilong Wang
    ,
    Caoyuan Ma
    ,
    Kai Wang
    , Kun Wang,
    Xuelong Li
  52. EXGC: Bridging Efficiency and Explainability in Graph Condensation
    WWW 2024 ·
    Junfeng Fang
    ,
    Xinglin Li
    ,
    Yongduo Sui
    ,
    Yuan Gao
    ,
    Guibin Zhang
    , Kun Wang,
    Xiang Wang
    ,
    Xiangnan He
  53. Earthfarsser: Versatile Spatio-Temporal Dynamical Systems Modeling in One Model
    AAAI 2024 ·
    Hao Wu
    ,
    Yuxuan Liang
    ,
    Wei Xiong
    ,
    Zhengyang Zhou
    ,
    Wei Huang
    ,
    Shilong Wang
    , Kun Wang
  54. GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning
    NeurIPS 2024 ·
    Guibin Zhang
    ,
    Haonan Dong
    ,
    Yuchen Zhang
    ,
    Zhixun Li
    ,
    Dingshuo Chen
    ,
    Kai Wang
    ,
    Tianlong Chen
    ,
    Yuxuan Liang
    ,
    Dawei Cheng
    , Kun Wang
  55. Graph Lottery Ticket Automated
    ICLR 2024 ·
    Guibin Zhang
    , Kun Wang,
    Wei Huang
    ,
    Yanwei Yue
    ,
    Yang Wang
    ,
    Roger Zimmermann
    ,
    Aojun Zhou
    ,
    Dawei Cheng
    ,
    Jin Zeng
    ,
    Yuxuan Liang
  56. Kill Two Birds with One Stone: Rethinking Data Augmentation for Deep Long-tailed Learning
    ICLR 2024 ·
    Binwu Wang
    ,
    Pengkun Wang
    ,
    Wei Xu
    ,
    Xu Wang
    ,
    Yudong Zhang
    , Kun Wang,
    Yang Wang
  57. MolTC: Towards Molecular Relational Modeling In Language Models
    ACL 2024 ·
    Junfeng Fang
    ,
    Shuai Zhang
    ,
    Chang Wu
    ,
    Zhengyi Yang
    ,
    Zhiyuan Liu
    ,
    Sihang Li
    , Kun Wang,
    Wenjie Du
    ,
    Xiang Wang
  58. NuwaDynamics: Discovering and Updating in Causal Spatio-Temporal Modeling
    ICLR 2024 · Kun Wang,
    Hao Wu
    ,
    Yifan Duan
    ,
    Guibin Zhang
    ,
    Kai Wang
    ,
    Xiaojiang Peng
    ,
    Yu Zheng
    ,
    Yuxuan Liang
    ,
    Yang Wang
  59. SyncVIS: Synchronized Video Instance Segmentation
    NeurIPS 2024 ·
    Rongkun Zheng
    ,
    Lu Qi
    ,
    Xi Chen
    ,
    Yi Wang
    , Kun Wang,
    Yu Qiao
    ,
    Hengshuang Zhao
  60. The Heterophilic Snowflake Hypothesis: Training and Empowering GNNs for Heterophilic Graphs
    SIGKDD 2024 · Kun Wang,
    Guibin Zhang
    ,
    Xinnan Zhang
    ,
    Junfeng Fang
    ,
    Xun Wu
    ,
    Guohao Li
    ,
    Shirui Pan
    ,
    Wei Huang
    ,
    Yuxuan Liang
  61. The Snowflake Hypothesis: Training and Powering GNN with One Node One Receptive Field
    SIGKDD 2024 · Kun Wang,
    Guohao Li
    ,
    Shilong Wang
    ,
    Guibin Zhang
    ,
    Kai Wang
    ,
    Yang You
    ,
    Junfeng Fang
    ,
    Xiaojiang Peng
    ,
    Yuxuan Liang
    ,
    Yang Wang
  62. Towards Neuron Attributions in Multi-Modal Large Language Models
    NeurIPS 2024 ·
    Junfeng Fang
    ,
    Zac Bi
    ,
    Ruipeng Wang
    ,
    Houcheng Jiang
    ,
    Yuan Gao
    , Kun Wang,
    An Zhang
    ,
    Jie Shi
    ,
    Xiang Wang
    ,
    Tat-Seng Chua
  63. Two Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological Awareness
    ICML 2024 ·
    Guibin Zhang
    ,
    Yanwei Yue
    , Kun Wang,
    Junfeng Fang
    ,
    Yongduo Sui
    ,
    Kai Wang
    ,
    Yuxuan Liang
    ,
    Dawei Cheng
    ,
    Shirui Pan
    ,
    Tianlong Chen