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

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Venues

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

Frequent coauthors

Kaihang Pan
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Minghe Gao
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Yun Zhu
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Qifan Yu
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Zhiqi Ge
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Jie Cao
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Bingchen Miao
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Xinyi Jiang
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Tianwei Lin
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Dong Chen
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Wei Chow
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Yaoke Wang
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Papers

  1. AHEAD: Attention Head Energy-Aware Dynamics for Hallucination Mitigation in MLLMs
    ACL 2026 ·
    Jiale Chang
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  2. CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging
    ACL 2026 ·
    Jie Cao
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  3. Evolving Generalist Virtual Agents with Generative and Associative Memory
    AAAI 2026 ·
    Zhenkui Zhang
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  4. MoA: Heterogeneous Mixture of Adapters for Parameter-Efficient Fine-Tuning of Large Language Models
    ACL 2026 ·
    Jie Cao
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  5. PILOT: Planning via Internalized Latent Optimization Trajectories for Large Language Models
    ACL 2026 ·
    Haoyu Zheng
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  6. Towards Meta-Cognitive Knowledge Editing for Multimodal LLMs
    WWW 2026 ·
    Zhaoyu Fan
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  7. Align²LLaVA: Cascaded Human and Large Language Model Preference Alignment for Multi-modal Instruction Curation
    ACL 2025 ·
    Hongzhe Huang
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  8. AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea
    CVPR 2025 ·
    Qifan Yu
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  9. Benchmarking Multimodal CoT Reward Model Stepwise by Visual Program
    ICCV 2025 ·
    Minghe Gao
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  10. Boosting Virtual Agent Learning and Reasoning: A Step-Wise, Multi-Dimensional, and Generalist Reward Model with Benchmark
    ICML 2025 ·
    Bingchen Miao
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  11. Chart-HQA: A Benchmark for Hypothetical Question Answering in Charts
    ACM MM 2025 ·
    Xiangnan Chen
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  12. ChatMap: Mining Human Thought Processes for Customer Service Chatbots via Multi-Agent Collaboration
    ACL 2025 ·
    Xinyi Jiang
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  13. Choice is what matters after Attention
    AISTATS 2025 ·
    Chenhan Fu
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  14. Counterfactual Evolution of Multimodal Datasets via Visual Programming
    NeurIPS 2025 ·
    Minghe Gao
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  15. EvolvedGRPO: Unlocking Reasoning in LVLMs via Progressive Instruction Evolution
    NeurIPS 2025 ·
    Zhebei Shen
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  16. Generative Multimodal Pretraining with Discrete Diffusion Timestep Tokens
    CVPR 2025 ·
    Kaihang Pan
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  17. GraphCLIP: Enhancing Transferability in Graph Foundation Models for Text-Attributed Graphs
    WWW 2025 ·
    Yun Zhu
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  18. HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation
    ICML 2025 ·
    Tianwei Lin
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  19. Iris: Breaking GUI Complexity with Adaptive Focus and Self-Refining
    ICCV 2025 ·
    Zhiqi Ge
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  20. Janus-Pro-R1: Advancing Collaborative Visual Comprehension and Generation via Reinforcement Learning
    NeurIPS 2025 ·
    Kaihang Pan
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  21. Logic Distillation: Learning from Code Function by Function for Decision-making Tasks
    IJCAI 2025 ·
    Dong Chen
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  22. MERIT: Multilingual Semantic Retrieval with Interleaved Multi-Condition Query
    NeurIPS 2025 ·
    Wei Chow
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  23. Mastering Collaborative Multi-Modal Data Selection: A Focus on Informativeness, Uniqueness, and Representativeness
    ICCV 2025 ·
    Qifan Yu
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  24. Meta-Reflection: A Feedback-Free Reflection Learning Framework
    ACL 2025 ·
    Yaoke Wang
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  25. On Path to Multimodal Generalist: General-Level and General-Bench
    ICML 2025 ·
    Hao Fei
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  26. Robust Modality-Incomplete Anomaly Detection: A Modality-Instructive Framework with Benchmark
    ACM MM 2025 ·
    Bingchen Miao
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  27. STEP: Enhancing Video-LLMs' Compositional Reasoning by Spatio-Temporal Graph-guided Self-Training
    CVPR 2025 ·
    Haiyi Qiu
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  28. TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and Competition
    ACL 2025 ·
    Tianwei Lin
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  29. The Best of Both Worlds: Integrating Language Models and Diffusion Models for Video Generation
    ICCV 2025 ·
    Aoxiong Yin
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  30. What Limits Virtual Agent Application? OmniBench: A Scalable Multi-Dimensional Benchmark for Essential Virtual Agent Capabilities
    ICML 2025 ·
    Wendong Bu
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  31. Auto-Encoding Morph-Tokens for Multimodal LLM
    ICML 2024 ·
    Kaihang Pan
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  32. Bridging Local Details and Global Context in Text-Attributed Graphs
    EMNLP 2024 ·
    Yaoke Wang
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  33. DEMON24: ACM MM24 Demonstrative Instruction Following Challenge
    ACM MM 2024 ·
    Zhiqi Ge
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  34. DIEM: Decomposition-Integration Enhancing Multimodal Insights
    CVPR 2024 ·
    Xinyi Jiang
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  35. Data Shunt: Collaboration of Small and Large Models for Lower Costs and Better Performance
    AAAI 2024 ·
    Dong Chen
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  36. De-fine: Decomposing and Refining Visual Programs with Auto-Feedback
    ACM MM 2024 ·
    Minghe Gao
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  37. Efficient Tuning and Inference for Large Language Models on Textual Graphs
    IJCAI 2024 ·
    Yun Zhu
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  38. Fact : Teaching MLLMs with Faithful, Concise and Transferable Rationales
    ACM MM 2024 ·
    Minghe Gao
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  39. Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions
    ICLR 2024 ·
    Juncheng Li
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  40. GraphControl: Adding Conditional Control to Universal Graph Pre-trained Models for Graph Domain Transfer Learning
    WWW 2024 ·
    Yun Zhu
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  41. HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data
    CVPR 2024 ·
    Qifan Yu
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  42. I3: Intent-Introspective Retrieval Conditioned on Instructions
    SIGIR 2024 ·
    Kaihang Pan
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  43. MARIO: Model Agnostic Recipe for Improving OOD Generalization of Graph Contrastive Learning
    WWW 2024 ·
    Yun Zhu
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  44. Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning
    ICML 2024 ·
    Long Qian
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  45. NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models
    ICML 2024 ·
    Zeqian Ju
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  46. T2S-GPT: Dynamic Vector Quantization for Autoregressive Sign Language Production from Text
    ACL 2024 ·
    Aoxiong Yin
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  47. Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration
    NeurIPS 2024 ·
    Kaihang Pan
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  48. Unified Generative and Discriminative Training for Multi-modal Large Language Models
    NeurIPS 2024 ·
    Wei Chow
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  49. WorldGPT: Empowering LLM as Multimodal World Model
    ACM MM 2024 ·
    Zhiqi Ge
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