PPaperPicks

Yu Wang

Tsinghua University, Department of Electronic Engineering, TNList, Beijing, China

55 papers at tracked venues · 40 at CORE A* · active 2024–2026

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Venues

NeurIPS ×12ICLR ×7ICML ×6ACM MM ×4AAAI ×3CVPR ×3EMNLP ×3ICCV ×3CIKM ×2ECCV ×2MLSys ×2AAMAS ×1ACL ×1ICRA ×1IROS ×1InterSpeech ×1NAACL ×1WSDM ×1WWW ×1

Frequent coauthors

Yudong Zhang
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Enshu Liu
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Zhihang Yuan
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Xuefei Ning
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Tianyu Fu
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Zelai Xu
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Jijia Liu
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Tianchen Zhao
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Hanling Zhang
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Yao Teng
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Yue Yang
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Shiyao Li
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Papers

  1. GENMAC: Compositional Text-to-Video Generation with Multi-Agent Collaboration
    AAAI 2026 ·
    Kaiyi Huang
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  2. VocabTailor: Dynamic Vocabulary Selection for Downstream Tasks in Small Language Models
    ACL 2026 ·
    Hanling Zhang
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  3. Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding
    ICLR 2025 ·
    Yao Teng
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  4. AgentRecBench: Benchmarking LLM Agent-based Personalized Recommender Systems
    NeurIPS 2025 ·
    Yu Shang
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  5. AgentSociety Challenge: Designing LLM Agents for User Modeling and Recommendation on Web Platforms
    WWW 2025 ·
    Yuwei Yan
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  6. CityLight: A Neighborhood-inclusive Universal Model for Coordinated City-scale Traffic Signal Control
    CIKM 2025 ·
    Jinwei Zeng
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  7. DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models
    ACM MM 2025 ·
    Yudong Zhang
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  8. DLFR-VAE: Dynamic Latent Frame Rate VAE for Video Generation
    ACM MM 2025 ·
    Zhihang Yuan
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  9. DiTFastAttnV2: Head-Wise Attention Compression for Multi-Modality Diffusion Transformers
    ICCV 2025 ·
    Hanling Zhang
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  10. Distilled Decoding 1: One-step Sampling of Image Auto-regressive Models with Flow Matching
    ICLR 2025 ·
    Enshu Liu
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  11. Distilled Decoding 2: One-step Sampling of Image Auto-regressive Models with Conditional Score Distillation
    NeurIPS 2025 ·
    Enshu Liu
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  12. Dlfr-Gen: Diffusion-Based Video Generation With Dynamic Latent Frame Rate
    ICCV 2025 ·
    Zhihang Yuan
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  13. Dynamic Multimodal Evaluation with Flexible Complexity by Vision-Language Bootstrapping
    ICLR 2025 ·
    Yue Yang
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  14. Efficient Inference for Large Language Models -Algorithm, Model, and System
    EMNLP 2025 ·
    Xuefei Ning
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  15. Enhancing Contrastive Learning Inspired by the Philosophy of "The Blind Men and the Elephant"
    AAAI 2025 ·
    Yudong Zhang
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  16. Evaluating LLMs Across Multi-Cognitive Levels: From Medical Knowledge Mastery to Scenario-Based Problem Solving
    ICML 2025 ·
    Yuxuan Zhou
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  17. Fighting Fire with Fire (F3): A Training-free and Efficient Visual Adversarial Example Purification Method in LVLMs
    ACM MM 2025 ·
    Yudong Zhang
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  18. FrameFusion: Combining Similarity and Importance for Video Token Reduction on Large Vision Language Models
    ICCV 2025 ·
    Tianyu Fu
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  19. Human-Robot Cooperative Distribution Coupling for Hamiltonian-Constrained Social Navigation
    ICRA 2025 ·
    Weizheng Wang
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  20. Learning Strategic Language Agents in the Werewolf Game with Iterative Latent Space Policy Optimization
    ICML 2025 ·
    Zelai Xu
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  21. Learning from Suboptimal Data in Continuous Control via Auto-Regressive Soft Q-Network
    ICML 2025 ·
    Jijia Liu
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  22. Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better
    ICLR 2025 ·
    Enshu Liu
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  23. MBQ: Modality-Balanced Quantization for Large Vision-Language Models
    CVPR 2025 ·
    Shiyao Li
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  24. Multi-UAV Formation Control with Static and Dynamic Obstacle Avoidance via Reinforcement Learning
    IROS 2025 ·
    Yuqing Xie
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  25. NTIRE 2025 XGC Quality Assessment Challenge: Methods and Results
    CVPR 2025 ·
    Xiaohong Liu
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  26. PAROAttention: Pattern-Aware ReOrdering for Efficient Sparse and Quantized Attention in Visual Generation Models
    NeurIPS 2025 ·
    Tianchen Zhao
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  27. QAVA: Query-Agnostic Visual Attack to Large Vision-Language Models
    NAACL 2025 ·
    Yudong Zhang
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  28. R2R: Efficiently Navigating Divergent Reasoning Paths with Small-Large Model Token Routing
    NeurIPS 2025 ·
    Tianyu Fu
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  29. ReinFlow: Fine-tuning Flow Matching Policy with Online Reinforcement Learning
    NeurIPS 2025 ·
    Tonghe Zhang
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  30. SG-Filter: Enhancing Similar Text Retrieval via Hierarchical Summarized-Semantic Index and Adaptive Filtering
    CIKM 2025 ·
    Jiancai Ye
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  31. SOLA: Optimizing SLO Attainment for Large Language Model Serving with State-Aware Scheduling
    MLSys 2025 ·
    Ke Hong
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  32. Spec-VLA: Speculative Decoding for Vision-Language-Action Models with Relaxed Acceptance
    EMNLP 2025 ·
    Songsheng Wang
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  33. Speculative Jacobi-Denoising Decoding for Accelerating Autoregressive Text-to-image Generation
    NeurIPS 2025 ·
    Yao Teng
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  34. The Security Threat of Compressed Projectors in Large Vision-Language Models
    EMNLP 2025 ·
    Yudong Zhang
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  35. ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation
    ICLR 2025 ·
    Tianchen Zhao
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  36. VolleyBots: A Testbed for Multi-Drone Volleyball Game Combining Motion Control and Strategic Play
    NeurIPS 2025 ·
    Zelai Xu
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  37. What Can RL Bring to VLA Generalization? An Empirical Study
    NeurIPS 2025 ·
    Jijia Liu
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  38. A Unified Sampling Framework for Solver Searching of Diffusion Probabilistic Models
    ICLR 2024 ·
    Enshu Liu
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  39. Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum Learning
    AAAI 2024 ·
    Jiayu Chen
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  40. Can LLMs Learn by Teaching for Better Reasoning? A Preliminary Study
    NeurIPS 2024 ·
    Xuefei Ning
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  41. Cross-Domain Few-Shot Object Detection via Enhanced Open-Set Object Detector
    ECCV 2024 ·
    Yuqian Fu
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  42. DeSCo: Towards Generalizable and Scalable Deep Subgraph Counting
    WSDM 2024 ·
    Tianyu Fu
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  43. DiP-GO: A Diffusion Pruner via Few-step Gradient Optimization
    NeurIPS 2024 ·
    Haowei Zhu
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  44. DiTFastAttn: Attention Compression for Diffusion Transformer Models
    NeurIPS 2024 ·
    Zhihang Yuan
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  45. Evaluating Quantized Large Language Models
    ICML 2024 ·
    Shiyao Li
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  46. FlashDecoding++: Faster Large Language Model Inference with Asynchronization, Flat GEMM Optimization, and Heuristics
    MLSys 2024 ·
    Ke Hong
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  47. FlashEval: Towards Fast and Accurate Evaluation of Text-to-Image Diffusion Generative Models
    CVPR 2024 ·
    Lin Zhao
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  48. LLM-Powered Hierarchical Language Agent for Real-time Human-AI Coordination
    AAMAS 2024 ·
    Jijia Liu
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  49. Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game
    ICML 2024 ·
    Zelai Xu
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  50. MixDQ: Memory-Efficient Few-Step Text-to-Image Diffusion Models with Metric-Decoupled Mixed Precision Quantization
    ECCV 2024 ·
    Tianchen Zhao
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  51. PIP: Detecting Adversarial Examples in Large Vision-Language Models via Attention Patterns of Irrelevant Probe Questions
    ACM MM 2024 ·
    Yudong Zhang
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  52. Position: Towards Implicit Prompt For Text-To-Image Models
    ICML 2024 ·
    Yue Yang
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  53. Rad-NeRF: Ray-decoupled Training of Neural Radiance Field
    NeurIPS 2024 ·
    Lidong Guo
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  54. Skeleton-of-Thought: Prompting LLMs for Efficient Parallel Generation
    ICLR 2024 ·
    Xuefei Ning
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  55. Towards an End-to-End Framework for Invasive Brain Signal Decoding with Large Language Models
    InterSpeech 2024 ·
    Sheng Feng
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