PPaperPicks

Siliang Tang

Zhejiang University, College of Computer Science and Technology, Hangzhou, China

49 papers at tracked venues · 45 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-7356-9711 ↗Homepage ↗

Venues

ACL ×9ICML ×7ACM MM ×6NeurIPS ×6CVPR ×5ICCV ×4WWW ×4AAAI ×2IJCAI ×2AISTATS ×1EMNLP ×1ICLR ×1SIGIR ×1

Frequent coauthors

Juncheng Li
×33
Yueting Zhuang
×30
Wenqiao Zhang
×18
Kaihang Pan
×14
Qifan Yu
×10
Minghe Gao
×10
Tat-Seng Chua
×10
Wei Ji
×7
Yun Zhu
×7
Hanwang Zhang
×7
Hao Fei
×7
Jun Xiao
×6

Papers

  1. AHEAD: Attention Head Energy-Aware Dynamics for Hallucination Mitigation in MLLMs
    ACL 2026 ·
    Jiale Chang
    ,
    Ying Li
    , Siliang Tang,
    Yueting Zhuang
  2. CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging
    ACL 2026 ·
    Jie Cao
    ,
    Zhenxuan Fan
    ,
    Zhuonan Wang
    ,
    Tianwei Lin
    ,
    Ziyuan Zhao
    ,
    Rolan Yan
    ,
    Wenqiao Zhang
    ,
    Feifei Shao
    ,
    Hongwei Wang
    ,
    Jun Xiao
    , Siliang Tang
  3. Evolving Generalist Virtual Agents with Generative and Associative Memory
    AAAI 2026 ·
    Zhenkui Zhang
    ,
    Wendong Bu
    ,
    Kaihang Pan
    ,
    Bingchen Miao
    ,
    Wenqiao Zhang
    ,
    Guoming Wang
    ,
    Wei Ji
    ,
    Rui Tang
    ,
    Juncheng Li
    , Siliang Tang
  4. MoA: Heterogeneous Mixture of Adapters for Parameter-Efficient Fine-Tuning of Large Language Models
    ACL 2026 ·
    Jie Cao
    ,
    Tianwei Lin
    ,
    Bo Yuan
    ,
    Rolan Yan
    ,
    Hongyang He
    ,
    Wenqiao Zhang
    ,
    Juncheng Li
    ,
    Dongping Zhang
    , Siliang Tang,
    Yueting Zhuang
  5. PILOT: Planning via Internalized Latent Optimization Trajectories for Large Language Models
    ACL 2026 ·
    Haoyu Zheng
    ,
    Yun Zhu
    ,
    Yuqian Yuan
    ,
    Bo Yuan
    ,
    Wenqiao Zhang
    , Siliang Tang,
    Jun Xiao
  6. Towards Meta-Cognitive Knowledge Editing for Multimodal LLMs
    WWW 2026 ·
    Zhaoyu Fan
    ,
    Kaihang Pan
    ,
    Mingze Zhou
    ,
    Bosheng Qin
    ,
    Juncheng Li
    ,
    Shengyu Zhang
    ,
    Wenqiao Zhang
    , Siliang Tang,
    Fei Wu
    ,
    Yueting Zhuang
  7. Align²LLaVA: Cascaded Human and Large Language Model Preference Alignment for Multi-modal Instruction Curation
    ACL 2025 ·
    Hongzhe Huang
    ,
    Jiang Liu
    ,
    Zhewen Yu
    ,
    Li Cai
    ,
    Dian Jiao
    ,
    Wenqiao Zhang
    , Siliang Tang,
    Juncheng Li
    ,
    Hao Jiang
    ,
    Haoyuan Li
    ,
    Yueting Zhuang
  8. AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea
    CVPR 2025 ·
    Qifan Yu
    ,
    Wei Chow
    ,
    Zhongqi Yue
    ,
    Kaihang Pan
    ,
    Yang Wu
    ,
    Xiaoyang Wan
    ,
    Juncheng Li
    , Siliang Tang,
    Hanwang Zhang
    ,
    Yueting Zhuang
  9. Benchmarking Multimodal CoT Reward Model Stepwise by Visual Program
    ICCV 2025 ·
    Minghe Gao
    ,
    Xuqi Liu
    ,
    Zhongqi Yue
    ,
    Yang Wu
    ,
    Shuang Chen
    ,
    Juncheng Li
    , Siliang Tang,
    Fei Wu
    ,
    Tat-Seng Chua
    ,
    Yueting Zhuang
  10. Boosting Virtual Agent Learning and Reasoning: A Step-Wise, Multi-Dimensional, and Generalist Reward Model with Benchmark
    ICML 2025 ·
    Bingchen Miao
    ,
    Yang Wu
    ,
    Minghe Gao
    ,
    Qifan Yu
    ,
    Wendong Bu
    ,
    Wenqiao Zhang
    ,
    Yunfei Li
    , Siliang Tang,
    Tat-Seng Chua
    ,
    Juncheng Li
  11. Chart-HQA: A Benchmark for Hypothetical Question Answering in Charts
    ACM MM 2025 ·
    Xiangnan Chen
    ,
    Yuancheng Fang
    ,
    Juncheng Li
    ,
    Qian Xiao
    ,
    Jun Lin
    , Siliang Tang,
    Yueting Zhuang
  12. ChatMap: Mining Human Thought Processes for Customer Service Chatbots via Multi-Agent Collaboration
    ACL 2025 ·
    Xinyi Jiang
    ,
    Tianyi Hu
    ,
    Yuheng Qin
    ,
    Guoming Wang
    ,
    Zhou Huan
    ,
    Kehan Chen
    ,
    Gang Huang
    ,
    Rongxing Lu
    , Siliang Tang
  13. Choice is what matters after Attention
    AISTATS 2025 ·
    Chenhan Fu
    ,
    Guoming Wang
    ,
    Juncheng Li
    ,
    Rongxing Lu
    , Siliang Tang
  14. Counterfactual Evolution of Multimodal Datasets via Visual Programming
    NeurIPS 2025 ·
    Minghe Gao
    ,
    Zhongqi Yue
    ,
    Wenjie Yan
    ,
    Yihao Hu
    ,
    Wei Ji
    , Siliang Tang,
    Jun Xiao
    ,
    Tat-Seng Chua
    ,
    Yueting Zhuang
    ,
    Juncheng Li
  15. EvolvedGRPO: Unlocking Reasoning in LVLMs via Progressive Instruction Evolution
    NeurIPS 2025 ·
    Zhebei Shen
    ,
    Qifan Yu
    ,
    Juncheng Li
    ,
    Wei Ji
    ,
    Qizhi Chen
    , Siliang Tang,
    Yueting Zhuang
  16. Generative Multimodal Pretraining with Discrete Diffusion Timestep Tokens
    CVPR 2025 ·
    Kaihang Pan
    ,
    Wang Lin
    ,
    Zhongqi Yue
    ,
    Tenglong Ao
    ,
    Liyu Jia
    ,
    Wei Zhao
    ,
    Juncheng Li
    , Siliang Tang,
    Hanwang Zhang
  17. GraphCLIP: Enhancing Transferability in Graph Foundation Models for Text-Attributed Graphs
    WWW 2025 ·
    Yun Zhu
    ,
    Haizhou Shi
    ,
    Xiaotang Wang
    ,
    Yongchao Liu
    ,
    Yaoke Wang
    ,
    Boci Peng
    ,
    Chuntao Hong
    , Siliang Tang
  18. HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation
    ICML 2025 ·
    Tianwei Lin
    ,
    Wenqiao Zhang
    ,
    Sijing Li
    ,
    Yuqian Yuan
    ,
    Binhe Yu
    ,
    Haoyuan Li
    ,
    Wanggui He
    ,
    Hao Jiang
    ,
    Mengze Li
    ,
    Xiaohui Song
    , Siliang Tang,
    Jun Xiao
    ,
    Hui Lin
    ,
    Yueting Zhuang
    ,
    Beng Chin Ooi
  19. Iris: Breaking GUI Complexity with Adaptive Focus and Self-Refining
    ICCV 2025 ·
    Zhiqi Ge
    ,
    Juncheng Li
    ,
    Xinglei Pang
    ,
    Minghe Gao
    ,
    Kaihang Pan
    ,
    Wang Lin
    ,
    Hao Fei
    ,
    Wenqiao Zhang
    , Siliang Tang,
    Yueting Zhuang
  20. Janus-Pro-R1: Advancing Collaborative Visual Comprehension and Generation via Reinforcement Learning
    NeurIPS 2025 ·
    Kaihang Pan
    ,
    Yang Wu
    ,
    Wendong Bu
    ,
    Kai Shen
    ,
    Juncheng Li
    ,
    Yingting Wang
    ,
    Yunfei Li
    , Siliang Tang,
    Jun Xiao
    ,
    Fei Wu
    ,
    Hang Zhao
    ,
    Yueting Zhuang
  21. Logic Distillation: Learning from Code Function by Function for Decision-making Tasks
    IJCAI 2025 ·
    Dong Chen
    ,
    Shilin Zhang
    ,
    Fei Gao
    ,
    Yueting Zhuang
    , Siliang Tang,
    Qidong Liu
    ,
    Mingliang Xu
  22. MERIT: Multilingual Semantic Retrieval with Interleaved Multi-Condition Query
    NeurIPS 2025 ·
    Wei Chow
    ,
    Yuan Gao
    ,
    Linfeng Li
    ,
    Xian Wang
    ,
    Qi Xu
    ,
    Hang Song
    ,
    Lingdong Kong
    ,
    Ran Zhou
    ,
    Yi Zeng
    ,
    Yidong Cai
    ,
    Botian Jiang
    ,
    Shilin Xu
    ,
    Jiajun Zhang
    ,
    Minghui Qiu
    ,
    Xiangtai Li
    ,
    Tianshu Yang
    , Siliang Tang,
    Juncheng Li
  23. Mastering Collaborative Multi-Modal Data Selection: A Focus on Informativeness, Uniqueness, and Representativeness
    ICCV 2025 ·
    Qifan Yu
    ,
    Zhebei Shen
    ,
    Zhongqi Yue
    ,
    Yang Wu
    ,
    Bosheng Qin
    ,
    Wenqiao Zhang
    ,
    Yunfei Li
    ,
    Juncheng Li
    , Siliang Tang,
    Yueting Zhuang
  24. Meta-Reflection: A Feedback-Free Reflection Learning Framework
    ACL 2025 ·
    Yaoke Wang
    ,
    Yun Zhu
    ,
    XintongBao XintongBao
    ,
    Wenqiao Zhang
    ,
    Suyang Dai
    ,
    Kehan Chen
    ,
    Wenqiang Li
    ,
    Gang Huang
    , Siliang Tang,
    Yueting Zhuang
  25. On Path to Multimodal Generalist: General-Level and General-Bench
    ICML 2025 ·
    Hao Fei
    ,
    Yuan Zhou
    ,
    Juncheng Li
    ,
    Xiangtai Li
    ,
    Qingshan Xu
    ,
    Bobo Li
    ,
    Shengqiong Wu
    ,
    Yaoting Wang
    ,
    Junbao Zhou
    ,
    Jiahao Meng
    ,
    Qingyu Shi
    ,
    Zhiyuan Zhou
    ,
    Liangtao Shi
    ,
    Minghe Gao
    ,
    Daoan Zhang
    ,
    Zhiqi Ge
    , Siliang Tang,
    Kaihang Pan
    ,
    Yaobo Ye
    ,
    Haobo Yuan
    ,
    Tao Zhang
    ,
    Weiming Wu
    ,
    Tianjie Ju
    ,
    Zixiang Meng
    ,
    Shilin Xu
    ,
    Liyu Jia
    ,
    Wentao Hu
    ,
    Meng Luo
    ,
    Jiebo Luo
    ,
    Tat-Seng Chua
    ,
    Shuicheng Yan
    ,
    Hanwang Zhang
  26. Robust Modality-Incomplete Anomaly Detection: A Modality-Instructive Framework with Benchmark
    ACM MM 2025 ·
    Bingchen Miao
    ,
    Wenqiao Zhang
    ,
    Juncheng Li
    ,
    Wangyu Wu
    , Siliang Tang,
    Zhaocheng Li
    ,
    Haochen Shi
    ,
    Jun Xiao
    ,
    Yueting Zhuang
  27. STEP: Enhancing Video-LLMs' Compositional Reasoning by Spatio-Temporal Graph-guided Self-Training
    CVPR 2025 ·
    Haiyi Qiu
    ,
    Minghe Gao
    ,
    Long Qian
    ,
    Kaihang Pan
    ,
    Qifan Yu
    ,
    Juncheng Li
    ,
    Wenjie Wang
    , Siliang Tang,
    Yueting Zhuang
    ,
    Tat-Seng Chua
  28. TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and Competition
    ACL 2025 ·
    Tianwei Lin
    ,
    Jiang Liu
    ,
    Wenqiao Zhang
    ,
    Yang Dai
    ,
    Haoyuan Li
    ,
    Zhelun Yu
    ,
    Wanggui He
    ,
    Juncheng Li
    ,
    Jiannan Guo
    ,
    Hao Jiang
    , Siliang Tang,
    Yueting Zhuang
  29. The Best of Both Worlds: Integrating Language Models and Diffusion Models for Video Generation
    ICCV 2025 ·
    Aoxiong Yin
    ,
    Xu Tan
    ,
    Kai Shen
    ,
    Yichong Leng
    ,
    Xinyu Zhou
    ,
    Juncheng Li
    , Siliang Tang
  30. What Limits Virtual Agent Application? OmniBench: A Scalable Multi-Dimensional Benchmark for Essential Virtual Agent Capabilities
    ICML 2025 ·
    Wendong Bu
    ,
    Yang Wu
    ,
    Qifan Yu
    ,
    Minghe Gao
    ,
    Bingchen Miao
    ,
    Zhenkui Zhang
    ,
    Kaihang Pan
    ,
    Liyunfei
    ,
    Mengze Li
    ,
    Wei Ji
    ,
    Juncheng Li
    , Siliang Tang,
    Yueting Zhuang
  31. Auto-Encoding Morph-Tokens for Multimodal LLM
    ICML 2024 ·
    Kaihang Pan
    , Siliang Tang,
    Juncheng Li
    ,
    Zhaoyu Fan
    ,
    Wei Chow
    ,
    Shuicheng Yan
    ,
    Tat-Seng Chua
    ,
    Yueting Zhuang
    ,
    Hanwang Zhang
  32. Bridging Local Details and Global Context in Text-Attributed Graphs
    EMNLP 2024 ·
    Yaoke Wang
    ,
    Yun Zhu
    ,
    Wenqiao Zhang
    ,
    Yueting Zhuang
    ,
    Liyunfei
    , Siliang Tang
  33. DEMON24: ACM MM24 Demonstrative Instruction Following Challenge
    ACM MM 2024 ·
    Zhiqi Ge
    ,
    Juncheng Li
    ,
    Qifan Yu
    ,
    Wei Zhou
    , Siliang Tang,
    Yueting Zhuang
  34. DIEM: Decomposition-Integration Enhancing Multimodal Insights
    CVPR 2024 ·
    Xinyi Jiang
    ,
    Guoming Wang
    ,
    Junhao Guo
    ,
    Juncheng Li
    ,
    Wenqiao Zhang
    ,
    Rongxing Lu
    , Siliang Tang
  35. Data Shunt: Collaboration of Small and Large Models for Lower Costs and Better Performance
    AAAI 2024 ·
    Dong Chen
    ,
    Yueting Zhuang
    ,
    Shuo Zhang
    ,
    Jinfeng Liu
    ,
    Su Dong
    , Siliang Tang
  36. De-fine: Decomposing and Refining Visual Programs with Auto-Feedback
    ACM MM 2024 ·
    Minghe Gao
    ,
    Juncheng Li
    ,
    Hao Fei
    ,
    Liang Pang
    ,
    Wei Ji
    ,
    Guoming Wang
    ,
    Zheqi Lv
    ,
    Wenqiao Zhang
    , Siliang Tang,
    Yueting Zhuang
  37. Efficient Tuning and Inference for Large Language Models on Textual Graphs
    IJCAI 2024 ·
    Yun Zhu
    ,
    Yaoke Wang
    ,
    Haizhou Shi
    , Siliang Tang
  38. Fact : Teaching MLLMs with Faithful, Concise and Transferable Rationales
    ACM MM 2024 ·
    Minghe Gao
    ,
    Shuang Chen
    ,
    Liang Pang
    ,
    Yuan Yao
    ,
    Jisheng Dang
    ,
    Wenqiao Zhang
    ,
    Juncheng Li
    , Siliang Tang,
    Yueting Zhuang
    ,
    Tat-Seng Chua
  39. Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions
    ICLR 2024 ·
    Juncheng Li
    ,
    Kaihang Pan
    ,
    Zhiqi Ge
    ,
    Minghe Gao
    ,
    Wei Ji
    ,
    Wenqiao Zhang
    ,
    Tat-Seng Chua
    , Siliang Tang,
    Hanwang Zhang
    ,
    Yueting Zhuang
  40. GraphControl: Adding Conditional Control to Universal Graph Pre-trained Models for Graph Domain Transfer Learning
    WWW 2024 ·
    Yun Zhu
    ,
    Yaoke Wang
    ,
    Haizhou Shi
    ,
    Zhenshuo Zhang
    ,
    Dian Jiao
    , Siliang Tang
  41. HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data
    CVPR 2024 ·
    Qifan Yu
    ,
    Juncheng Li
    ,
    Longhui Wei
    ,
    Liang Pang
    ,
    Wentao Ye
    ,
    Bosheng Qin
    , Siliang Tang,
    Qi Tian
    ,
    Yueting Zhuang
  42. I3: Intent-Introspective Retrieval Conditioned on Instructions
    SIGIR 2024 ·
    Kaihang Pan
    ,
    Juncheng Li
    ,
    Wenjie Wang
    ,
    Hao Fei
    ,
    Hongye Song
    ,
    Wei Ji
    ,
    Jun Lin
    ,
    Xiaozhong Liu
    ,
    Tat-Seng Chua
    , Siliang Tang
  43. MARIO: Model Agnostic Recipe for Improving OOD Generalization of Graph Contrastive Learning
    WWW 2024 ·
    Yun Zhu
    ,
    Haizhou Shi
    ,
    Zhenshuo Zhang
    , Siliang Tang
  44. Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning
    ICML 2024 ·
    Long Qian
    ,
    Juncheng Li
    ,
    Yu Wu
    ,
    Yaobo Ye
    ,
    Hao Fei
    ,
    Tat-Seng Chua
    ,
    Yueting Zhuang
    , Siliang Tang
  45. NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models
    ICML 2024 ·
    Zeqian Ju
    ,
    Yuancheng Wang
    ,
    Kai Shen
    ,
    Xu Tan
    ,
    Detai Xin
    ,
    Dongchao Yang
    ,
    Eric Liu
    ,
    Yichong Leng
    ,
    Kaitao Song
    , Siliang Tang,
    Zhizheng Wu
    ,
    Tao Qin
    ,
    Xiangyang Li
    ,
    Wei Ye
    ,
    Shikun Zhang
    ,
    Jiang Bian
    ,
    Lei He
    ,
    Jinyu Li
    ,
    Sheng Zhao
  46. T2S-GPT: Dynamic Vector Quantization for Autoregressive Sign Language Production from Text
    ACL 2024 ·
    Aoxiong Yin
    ,
    Haoyuan Li
    ,
    Kai Shen
    , Siliang Tang,
    Yueting Zhuang
  47. Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration
    NeurIPS 2024 ·
    Kaihang Pan
    ,
    Zhaoyu Fan
    ,
    Juncheng Li
    ,
    Qifan Yu
    ,
    Hao Fei
    , Siliang Tang,
    Richang Hong
    ,
    Hanwang Zhang
    ,
    Qianru Sun
  48. Unified Generative and Discriminative Training for Multi-modal Large Language Models
    NeurIPS 2024 ·
    Wei Chow
    ,
    Juncheng Li
    ,
    Qifan Yu
    ,
    Kaihang Pan
    ,
    Hao Fei
    ,
    Zhiqi Ge
    ,
    Shuai Yang
    , Siliang Tang,
    Hanwang Zhang
    ,
    Qianru Sun
  49. WorldGPT: Empowering LLM as Multimodal World Model
    ACM MM 2024 ·
    Zhiqi Ge
    ,
    Hongzhe Huang
    ,
    Mingze Zhou
    ,
    Juncheng Li
    ,
    Guoming Wang
    , Siliang Tang,
    Yueting Zhuang