PPaperPicks

Jun Huang

Alibaba Group, Hangzhou, China

31 papers at tracked venues · 17 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-7706-7081 ↗Homepage ↗

Venues

ACL ×7EMNLP ×5CVPR ×4IJCAI ×4AAAI ×2ACM MM ×2ECAI ×1ECML-PKDD ×1ICLR ×1NAACL ×1NeurIPS ×1SDM ×1WSDM ×1

Frequent coauthors

Chengyu Wang
×28
Junbing Yan
×8
Bingyan Liu
×5
Lianwen Jin
×5
Cen Chen
×5
Yuanhao Yue
×4
Wenrui Cai
×4
Jiapeng Wang
×4
Zhongjie Duan
×4
Weining Qian
×4
Xiangzhong Fang
×3
Tongtong Su
×3

Papers

  1. 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
  2. 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
  3. 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
  4. AdaptEdit: An Adaptive Correspondence Guidance Framework for Reference-Based Video Editing
    IJCAI 2025 ·
    Tongtong Su
    ,
    Chengyu Wang
    ,
    Bingyan Liu
    , Jun Huang,
    Dongming Lu
  5. Data-Juicer 2.0: Cloud-Scale Adaptive Data Processing for and with Foundation Models
    NeurIPS 2025 ·
    Daoyuan Chen
    ,
    Yilun Huang
    ,
    Xuchen Pan
    ,
    Nana Jiang
    ,
    Haibin Wang
    ,
    Yilei Zhang
    ,
    Ce Ge
    ,
    Yushuo Chen
    ,
    Wenhao Zhang
    ,
    Zhijian Ma
    , Jun Huang,
    Wei Lin
    ,
    Yaliang Li
    ,
    Bolin Ding
    ,
    Jingren Zhou
  6. DistilQwen2.5: Industrial Practices of Training Distilled Open Lightweight Language Models
    ACL 2025 ·
    Chengyu Wang
    ,
    Junbing Yan
    ,
    Yuanhao Yue
    , Jun Huang
  7. 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
  8. EasyAnimate: High-Performance Video Generation Framework with Hybrid Windows Attention and Reward Backpropagation
    ACM MM 2025 ·
    Jiaqi Xu
    ,
    Kunzhe Huang
    ,
    Xinyi Zou
    ,
    Yunkuo Chen
    ,
    Bo Liu
    ,
    Mengli Cheng
    , Jun Huang,
    Xing Shi
  9. EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models
    EMNLP 2025 ·
    Chengyu Wang
    ,
    Junbing Yan
    ,
    Wenrui Cai
    ,
    Yuanhao Yue
    , Jun Huang
  10. 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
  11. Enhancing Reasoning Abilities of Small LLMs with Cognitive Alignment
    EMNLP 2025 ·
    Wenrui Cai
    ,
    Chengyu Wang
    ,
    Junbing Yan
    , Jun Huang,
    Xiangzhong Fang
  12. 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
  13. FastBlend: Enhancing Video Stylization Consistency via Model-Free Patch Blending
    IJCAI 2025 ·
    Zhongjie Duan
    ,
    Chengyu Wang
    ,
    Cen Chen
    ,
    Weining Qian
    , Jun Huang,
    Mingyi Jin
  14. Fingerprinting Denoising Diffusion Probabilistic Models
    CVPR 2025 ·
    Huan Teng
    ,
    Yuhui Quan
    ,
    Chengyu Wang
    , Jun Huang,
    Hui Ji
  15. Hallucination-Aware Prompt Optimization for Text-to-Video Synthesis
    IJCAI 2025 ·
    Jiapeng Wang
    ,
    Chengyu Wang
    , Jun Huang,
    Lianwen Jin
  16. 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
  17. Attentive Linguistic Tracking in Diffusion Models for Training-free Text-guided Image Editing
    ACM MM 2024 ·
    Bingyan Liu
    ,
    Chengyu Wang
    , Jun Huang,
    Kui Jia
  18. 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
  19. 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
  20. 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
  21. Diffutoon: High-Resolution Editable Toon Shading via Diffusion Models
    IJCAI 2024 ·
    Zhongjie Duan
    ,
    Chengyu Wang
    ,
    Cen Chen
    ,
    Weining Qian
    , Jun Huang
  22. Distilling Instruction-following Abilities of Large Language Models with Task-aware Curriculum Planning
    EMNLP 2024 ·
    Yuanhao Yue
    ,
    Chengyu Wang
    , Jun Huang,
    Peng Wang
  23. 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
  24. 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
  25. M2Doc: A Multi-Modal Fusion Approach for Document Layout Analysis
    AAAI 2024 ·
    Ning Zhang
    ,
    Hiuyi Cheng
    ,
    Jiayu Chen
    ,
    Zongyuan Jiang
    , Jun Huang,
    Yang Xue
    ,
    Lianwen Jin
  26. 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
  27. 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
  28. 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
  29. 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
  30. 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
  31. VideoCLIP-XL: Advancing Long Description Understanding for Video CLIP Models
    EMNLP 2024 ·
    Jiapeng Wang
    ,
    Chengyu Wang
    ,
    Kunzhe Huang
    , Jun Huang,
    Lianwen Jin