PPaperPicks

Chengyu Wang

Alibaba Group, Hangzhou, China

40 papers at tracked venues · 24 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-1010-9678 ↗Homepage ↗

Venues

ACL ×12EMNLP ×6CVPR ×5IJCAI ×4AAAI ×2WSDM ×2ACM MM ×1ECAI ×1ECML-PKDD ×1ICLR ×1NAACL ×1NeurIPS ×1SDM ×1USENIX Security ×1WWW ×1

Frequent coauthors

Jun Huang
×28
Taolin Zhang
×11
Xiaofeng He
×11
Qizhou Chen
×10
Junbing Yan
×8
Cen Chen
×8
Dongyang Li
×7
Bingyan Liu
×5
Yuanhao Yue
×4
Wenrui Cai
×4
Jiapeng Wang
×4
Lianwen Jin
×4

Papers

  1. AMATA: Adaptive Multi-Agent Trajectory Alignment for Knowledge-Intensive Question Answering
    ACL 2026 ·
    Taolin Zhang
    ,
    Dongyang Li
    ,
    Chen Chen
    ,
    Qizhou Chen
    ,
    Jiuheng Wan
    ,
    Xiaofeng He
    , Chengyu Wang,
    Richang Hong
  2. AgenticQwen: Training Small Agentic Language Models with Dual Data Flywheels for Industrial-Scale Tool Use
    ACL 2026 ·
    Yuanjie Lyu
    , Chengyu Wang,
    Haonan Zheng
    ,
    Yuanhao Yue
    ,
    Junbing Yan
    ,
    Ming Wang
    ,
    Jun Huang
  3. MedCoach: Enhancing Medical Reasoning in LLMs via Knowledge Graph-Augmented Chain-of-Thought Distillation
    ACL 2026 ·
    Chuan Li
    ,
    Ye Lyu
    , Chengyu Wang,
    Mingyuan Fan
    ,
    Cen Chen
  4. QueueEDIT: Structural Self-Correction for Sequential Model Editing in LLMs
    ACL 2026 ·
    Taolin Zhang
    ,
    Haidong Kang
    ,
    Dongyang Li
    ,
    Qizhou Chen
    ,
    Xiaofeng He
    , Chengyu Wang,
    Richang Hong
  5. Reasoning with OmniThought: A Large CoT Dataset with Verbosity and Cognitive Difficulty Annotations
    ACL 2026 ·
    Wenrui Cai
    , Chengyu Wang,
    Junbing Yan
    ,
    Jun Huang
    ,
    Xiangzhong Fang
  6. Taming "Zombie" Agents: A Markov State-Aware Framework for Resilient Multi-Agent Evolution
    ACL 2026 ·
    Taolin Zhang
    ,
    Pukun Zhao
    ,
    Qizhou Chen
    ,
    Jiuheng Wan
    ,
    Chen Chen
    ,
    Xiaofeng He
    , Chengyu Wang,
    Richang Hong
  7. Zero-to-Hero: Empowering Video Appearance Transfer with Zero-Shot Initialization and Holistic Restoration
    AAAI 2026 ·
    Tongtong Su
    , Chengyu Wang,
    Haipeng Liao
    ,
    Jun Huang
    ,
    Dongming Lu
  8. AdaptEdit: An Adaptive Correspondence Guidance Framework for Reference-Based Video Editing
    IJCAI 2025 ·
    Tongtong Su
    , Chengyu Wang,
    Bingyan Liu
    ,
    Jun Huang
    ,
    Dongming Lu
  9. Attribution Analysis Meets Model Editing: Advancing Knowledge Correction in Vision Language Models with VisEdit
    AAAI 2025 ·
    Qizhou Chen
    ,
    Taolin Zhang
    , Chengyu Wang,
    Xiaofeng He
    ,
    Dakan Wang
    ,
    Tingting Liu
  10. BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering
    ACL 2025 ·
    Taolin Zhang
    ,
    Dongyang Li
    ,
    Qizhou Chen
    , Chengyu Wang,
    Xiaofeng He
  11. DistilQwen2.5: Industrial Practices of Training Distilled Open Lightweight Language Models
    ACL 2025 · Chengyu Wang,
    Junbing Yan
    ,
    Yuanhao Yue
    ,
    Jun Huang
  12. DocLayLLM: An Efficient Multi-modal Extension of Large Language Models for Text-rich Document Understanding
    CVPR 2025 ·
    Wenhui Liao
    ,
    Jiapeng Wang
    ,
    Hongliang Li
    , Chengyu Wang,
    Jun Huang
    ,
    Lianwen Jin
  13. EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models
    EMNLP 2025 · Chengyu Wang,
    Junbing Yan
    ,
    Wenrui Cai
    ,
    Yuanhao Yue
    ,
    Jun Huang
  14. Encapsulated Composition of Text-to-Image and Text-to-Video Models for High-Quality Video Synthesis
    CVPR 2025 ·
    Tongtong Su
    , Chengyu Wang,
    Bingyan Liu
    ,
    Jun Huang
    ,
    Dongming Lu
  15. Enhancing Reasoning Abilities of Small LLMs with Cognitive Alignment
    EMNLP 2025 ·
    Wenrui Cai
    , Chengyu Wang,
    Junbing Yan
    ,
    Jun Huang
    ,
    Xiangzhong Fang
  16. Evaluating Semantic Variation in Text-to-Image Synthesis: A Causal Perspective
    ICLR 2025 ·
    Xiangru Zhu
    ,
    Penglei Sun
    ,
    Yaoxian Song
    ,
    Yanghua Xiao
    ,
    Zhixu Li
    , Chengyu Wang,
    Jun Huang
    ,
    Bei Yang
    ,
    Xiaoxiao Xu
  17. FastBlend: Enhancing Video Stylization Consistency via Model-Free Patch Blending
    IJCAI 2025 ·
    Zhongjie Duan
    , Chengyu Wang,
    Cen Chen
    ,
    Weining Qian
    ,
    Jun Huang
    ,
    Mingyi Jin
  18. Fingerprinting Denoising Diffusion Probabilistic Models
    CVPR 2025 ·
    Huan Teng
    ,
    Yuhui Quan
    , Chengyu Wang,
    Jun Huang
    ,
    Hui Ji
  19. Hallucination-Aware Prompt Optimization for Text-to-Video Synthesis
    IJCAI 2025 ·
    Jiapeng Wang
    , Chengyu Wang,
    Jun Huang
    ,
    Lianwen Jin
  20. Lifelong Knowledge Editing for Vision Language Models with Low-Rank Mixture-of-Experts
    CVPR 2025 ·
    Qizhou Chen
    , Chengyu Wang,
    Dakan Wang
    ,
    Taolin Zhang
    ,
    Wangyue Li
    ,
    Xiaofeng He
  21. Refiner: Data Refining against Gradient Leakage Attacks in Federated Learning
    USENIX Security 2025 ·
    Mingyuan Fan
    ,
    Cen Chen
    , Chengyu Wang,
    Xiaodan Li
    ,
    Wenmeng Zhou
  22. Thinking with DistilQwen: A Tale of Four Distilled Reasoning and Reward Model Series
    EMNLP 2025 ·
    Wenrui Cai
    , Chengyu Wang,
    Junbing Yan
    ,
    Jun Huang
    ,
    Xiangzhong Fang
  23. UniEdit: A Unified Knowledge Editing Benchmark for Large Language Models
    NeurIPS 2025 ·
    Qizhou Chen
    ,
    Dakan Wang
    ,
    Taolin Zhang
    ,
    Zaoming Yan
    ,
    Chengsong You
    , Chengyu Wang,
    Xiaofeng He
  24. Attentive Linguistic Tracking in Diffusion Models for Training-free Text-guided Image Editing
    ACM MM 2024 ·
    Bingyan Liu
    , Chengyu Wang,
    Jun Huang
    ,
    Kui Jia
  25. DAFNet: Dynamic Auxiliary Fusion for Sequential Model Editing in Large Language Models
    ACL 2024 ·
    Taolin Zhang
    ,
    Qizhou Chen
    ,
    Dongyang Li
    , Chengyu Wang,
    Xiaofeng He
    ,
    Longtao Huang
    ,
    Hui Xue'
    ,
    Jun Huang
  26. DiffChat: Learning to Chat with Text-to-Image Synthesis Models for Interactive Image Creation
    ACL 2024 ·
    Jiapeng Wang
    , Chengyu Wang,
    Tingfeng Cao
    ,
    Jun Huang
    ,
    Lianwen Jin
  27. DiffSynth: Latent In-Iteration Deflickering for Realistic Video Synthesis
    ECML-PKDD 2024 ·
    Zhongjie Duan
    ,
    Lizhou You
    , Chengyu Wang,
    Cen Chen
    ,
    Ziheng Wu
    ,
    Weining Qian
    ,
    Jun Huang
  28. Diffutoon: High-Resolution Editable Toon Shading via Diffusion Models
    IJCAI 2024 ·
    Zhongjie Duan
    , Chengyu Wang,
    Cen Chen
    ,
    Weining Qian
    ,
    Jun Huang
  29. Distilling Instruction-following Abilities of Large Language Models with Task-aware Curriculum Planning
    EMNLP 2024 ·
    Yuanhao Yue
    , Chengyu Wang,
    Jun Huang
    ,
    Peng Wang
  30. DualToken-ViT: Position-aware Efficient Vision Transformer with Dual Token Fusion
    SDM 2024 ·
    Zhenzhen Chu
    ,
    Jiayu Chen
    ,
    Cen Chen
    , Chengyu Wang,
    Ziheng Wu
    ,
    Jun Huang
    ,
    Weining Qian
  31. Guardian: Guarding against Gradient Leakage with Provable Defense for Federated Learning
    WSDM 2024 ·
    Mingyuan Fan
    ,
    Yang Liu
    ,
    Cen Chen
    , Chengyu Wang,
    Minghui Qiu
    ,
    Wenmeng Zhou
  32. Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning
    NAACL 2024 ·
    Jianing Wang
    , Chengyu Wang,
    Chuanqi Tan
    ,
    Jun Huang
    ,
    Ming Gao
  33. Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning
    EMNLP 2024 ·
    Qizhou Chen
    ,
    Taolin Zhang
    ,
    Xiaofeng He
    ,
    Dongyang Li
    , Chengyu Wang,
    Longtao Huang
    ,
    Hui Xue'
  34. Making Small Language Models Better Multi-task Learners with Mixture-of-Task-Adapters
    WSDM 2024 ·
    Yukang Xie
    , Chengyu Wang,
    Junbing Yan
    ,
    Jiyong Zhou
    ,
    Feiqi Deng
    ,
    Jun Huang
  35. On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models
    ACL 2024 ·
    Dongyang Li
    ,
    Junbing Yan
    ,
    Taolin Zhang
    , Chengyu Wang,
    Xiaofeng He
    ,
    Longtao Huang
    ,
    Hui Xue
    ,
    Jun Huang
  36. PAI-Diffusion: Constructing and Serving a Family of Open Chinese Diffusion Models for Text-to-image Synthesis on the Cloud
    ACL 2024 · Chengyu Wang,
    Zhongjie Duan
    ,
    Bingyan Liu
    ,
    Xinyi Zou
    ,
    Cen Chen
    ,
    Kui Jia
    ,
    Jun Huang
  37. R4: Reinforced Retriever-Reorder-Responder for Retrieval-Augmented Large Language Models
    ECAI 2024 ·
    Taolin Zhang
    ,
    Dongyang Li
    ,
    Qizhou Chen
    , Chengyu Wang,
    Longtao Huang
    ,
    Hui Xue
    ,
    Xiaofeng He
    ,
    Jun Huang
  38. Synslator: An Interactive Machine Translation Tool with Online Learning
    WWW 2024 ·
    Jiayi Wang
    ,
    Ke Wang
    ,
    Fengming Zhou
    , Chengyu Wang,
    Zhiyong Fu
    ,
    Zeyu Feng
    ,
    Yu Zhao
    ,
    Yuqi Zhang
  39. Towards Understanding Cross and Self-Attention in Stable Diffusion for Text-Guided Image Editing
    CVPR 2024 ·
    Bingyan Liu
    , Chengyu Wang,
    Tingfeng Cao
    ,
    Kui Jia
    ,
    Jun Huang
  40. VideoCLIP-XL: Advancing Long Description Understanding for Video CLIP Models
    EMNLP 2024 ·
    Jiapeng Wang
    , Chengyu Wang,
    Kunzhe Huang
    ,
    Jun Huang
    ,
    Lianwen Jin