PPaperPicks

Lichao Sun

Lehigh University, Bethlehem, PA, USA

56 papers at tracked venues · 39 at CORE A* · active 2024–2026

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Venues

NeurIPS ×10EMNLP ×6ICLR ×5ICML ×5AAAI ×4CVPR ×4ACL ×3MICCAI ×3NAACL ×3WWW ×3ECCV ×2ICCV ×2SIGKDD ×2ACM MM ×1CIKM ×1CSCW ×1SDM ×1

Frequent coauthors

Yue Huang
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Yixin Liu
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Jinhao Duan
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Yunhong He
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Xueyang Zhou
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Jifeng Hu
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Zenghui Yuan
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Dongping Chen
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Xiaowen Cai
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Sili Huang
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Xiaoyu Ma
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Hongyu Zhao
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Papers

  1. 3D4D: An Interactive, Editable, 4D World Model via 3D Video Generation
    AAAI 2026 ·
    Yunhong He
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  2. BLURR: A Boosted Low-Resource Inference for Vision-Language-Action Model
    WWW 2026 ·
    Xiaoyu Ma
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  3. Rethinking and Red-Teaming Protective Perturbation in Personalized Diffusion Models
    SIGKDD 2026 ·
    Yixin Liu
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  4. SafeAgent: Safeguarding LLM Agents via an Automated Risk Simulator
    ACL 2026 ·
    Xueyang Zhou
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  5. Vision-MoR: Scaling Vision Transformer via Patch-Level Mixture-of-Recursions
    AAAI 2026 ·
    Yunhong He
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  6. Analytic Energy-Guided Policy Optimization for Offline Reinforcement Learning
    NeurIPS 2025 ·
    Jifeng Hu
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  7. BadToken: Token-level Backdoor Attacks to Multi-modal Large Language Models
    CVPR 2025 ·
    Zenghui Yuan
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  8. BadVLA: Towards Backdoor Attacks on Vision-Language-Action Models via Objective-Decoupled Optimization
    NeurIPS 2025 ·
    Xueyang Zhou
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  9. BenTo: Benchmark Reduction with In-Context Transferability
    ICLR 2025 ·
    Hongyu Zhao
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  10. Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset
    ICLR 2025 ·
    Yingzi Ma
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  11. Both Text and Images Leaked! A Systematic Analysis of Data Contamination in Multimodal LLM
    EMNLP 2025 ·
    Dingjie Song
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  12. Can LLMs Correct Themselves? A Benchmark of Self-Correction in LLMs
    NeurIPS 2025 ·
    Guiyao Tie
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  13. DataGen: Unified Synthetic Dataset Generation via Large Language Models
    ICLR 2025 ·
    Yue Huang
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  14. FinLLM-B: When Large Language Models Meet Financial Breakout Trading
    NAACL 2025 ·
    Kang Zhang
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  15. First SFT, Second RL, Third UPT: Continual Improving Multi-Modal LLM Reasoning via Unsupervised Post-Training
    NeurIPS 2025 ·
    Lai Wei
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  16. GUI-World: A Video Benchmark and Dataset for Multimodal GUI-oriented Understanding
    ICLR 2025 ·
    Dongping Chen
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  17. Jailbreaking LLMs Through Alignment Vulnerabilities in Out-of-Distribution Settings
    CIKM 2025 ·
    Yue Huang
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  18. LlaVA-CoT: Let Vision Language Models Reason Step-By-Step
    ICCV 2025 ·
    Guowei Xu
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  19. LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via a Hybrid Architecture
    EMNLP 2025 ·
    Xidong Wang
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  20. Merge Hijacking: Backdoor Attacks to Model Merging of Large Language Models
    ACL 2025 ·
    Zenghui Yuan
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  21. MetaAgents: Large Language Model Based Agents for Decision-Making on Teaming
    CSCW 2025 ·
    Yuan Li
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  22. SAMed-2: Selective Memory Enhanced Medical Segment Anything Model
    MICCAI 2025 ·
    Zhiling Yan
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  23. Tackling Continual Offline RL through Selective Weights Activation on Aligned Spaces
    NeurIPS 2025 ·
    Jifeng Hu
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  24. Towards Building Model/Prompt-Transferable Attackers against Large Vision-Language Models
    NeurIPS 2025 ·
    Xiaowen Cai
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  25. TruthPrInt: Mitigating Large Vision-Language Models Object Hallucination via Latent Truthful-Guided Pre-Intervention
    ICCV 2025 ·
    Jinhao Duan
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  26. XAttnMark: Learning Robust Audio Watermarking with Cross-Attention
    ICML 2025 ·
    Yixin Liu
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  27. 1+1\textgreater2: Can Large Language Models Serve as Cross-Lingual Knowledge Aggregators?
    EMNLP 2024 ·
    Yue Huang
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  28. ACT-Diffusion: Efficient Adversarial Consistency Training for One-Step Diffusion Models
    CVPR 2024 ·
    Fei Kong
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  29. Adapting Large Language Model for Cross-Subject Semantic Decoding from Video-Stimulated fMRI
    ECCV 2024 ·
    Ruizhe Zheng
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  30. AlignBench: Benchmarking Chinese Alignment of Large Language Models
    ACL 2024 ·
    Xiao Liu
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  31. CodeIP: A Grammar-Guided Multi-Bit Watermark for Large Language Models of Code
    EMNLP 2024 ·
    Batu Guan
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  32. Conditional Score-Based Diffusion Model for Cortical Thickness Trajectory Prediction
    MICCAI 2024 ·
    Qing Xiao
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  33. Decision Mamba: Reinforcement Learning via Hybrid Selective Sequence Modeling
    NeurIPS 2024 ·
    Sili Huang
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  34. Deep Efficient Private Neighbor Generation for Subgraph Federated Learning
    SDM 2024 ·
    Ke Zhang
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  35. EditShield: Protecting Unauthorized Image Editing by Instruction-Guided Diffusion Models
    ECCV 2024 ·
    Ruoxi Chen
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  36. FedSecurity: A Benchmark for Attacks and Defenses in Federated Learning and Federated LLMs
    SIGKDD 2024 ·
    Shanshan Han
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  37. Frequency-Aware GAN for Imperceptible Transfer Attack on 3D Point Clouds
    ACM MM 2024 ·
    Xiaowen Cai
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  38. From Creation to Clarification: ChatGPT's Journey Through the Fake News Quagmire
    WWW 2024 ·
    Yue Huang
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  39. GTBench: Uncovering the Strategic Reasoning Capabilities of LLMs via Game-Theoretic Evaluations
    NeurIPS 2024 ·
    Jinhao Duan
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  40. HonestLLM: Toward an Honest and Helpful Large Language Model
    NeurIPS 2024 ·
    Chujie Gao
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  41. Improving Interpretation Faithfulness for Vision Transformers
    ICML 2024 ·
    Lijie Hu
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  42. In-Context Decision Transformer: Reinforcement Learning via Hierarchical Chain-of-Thought
    ICML 2024 ·
    Sili Huang
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  43. LLM-as-a-Coauthor: Can Mixed Human-Written and Machine-Generated Text Be Detected?
    NAACL 2024 ·
    Qihui Zhang
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  44. Lecture-style Tutorial: Towards Graph Foundation Models
    WWW 2024 ·
    Chuan Shi
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  45. MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark
    ICML 2024 ·
    Dongping Chen
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  46. Medical Image Synthesis via Fine-Grained Image-Text Alignment and Anatomy-Pathology Prompting
    MICCAI 2024 ·
    Wenting Chen
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  47. MetaCloak: Preventing Unauthorized Subject-Driven Text-to-Image Diffusion-Based Synthesis via Meta-Learning
    CVPR 2024 ·
    Yixin Liu
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  48. MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use
    ICLR 2024 ·
    Yue Huang
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  49. Pandora's Box: Towards Building Universal Attackers against Real-World Large Vision-Language Models
    NeurIPS 2024 ·
    Daizong Liu
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  50. Physical Backdoor: Towards Temperature-Based Backdoor Attacks in the Physical World
    CVPR 2024 ·
    Wen Yin
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  51. Position: TrustLLM: Trustworthiness in Large Language Models
    ICML 2024 ·
    Yue Huang
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  52. ReTA: Recursively Thinking Ahead to Improve the Strategic Reasoning of Large Language Models
    NAACL 2024 ·
    Jinhao Duan
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  53. Revisiting Gradient Pruning: A Dual Realization for Defending against Gradient Attacks
    AAAI 2024 ·
    Lulu Xue
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  54. SpecHub: Provable Acceleration to Multi-Draft Speculative Decoding
    EMNLP 2024 ·
    Ryan Sun
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  55. Stable Unlearnable Example: Enhancing the Robustness of Unlearnable Examples via Stable Error-Minimizing Noise
    AAAI 2024 ·
    Yixin Liu
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  56. Virtual Context Enhancing Jailbreak Attacks with Special Token Injection
    EMNLP 2024 ·
    Yuqi Zhou
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