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Zheng Hui

14 papers at tracked venues · 9 at CORE A* · active 2024–2026

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Venues

AAAI ×4ACL ×3EMNLP ×3EACL ×2ICCV ×1ICML ×1

Frequent coauthors

Zizhou Liu
×3
Lin Ai
×3
Julia Hirschberg
×3
Yijiang River Dong
×2
Nigel Collier
×2
Peiran Ren
×2
Xuansong Xie
×2
Yinheng Li
×2
Dan Zhao
×2
Kazuhito Koishida
×2
Ziwei Gong
×1
Run Chen
×1

Papers

  1. A Review of Incorporating Psychological Theories in LLMs
    EACL 2026 ·
    Zizhou Liu
    ,
    Ziwei Gong
    ,
    Lin Ai
    , Zheng Hui,
    Run Chen
    ,
    Colin Wayne Leach
    ,
    Michelle R. Greene
    ,
    Julia Hirschberg
  2. Privacy-R1: Privacy-Aware Multi-LLM Agent Collaboration via Reinforcement Learning
    ACL 2026 · Zheng Hui,
    Yijiang River Dong
    ,
    Sanhanat Sivapiromrat
    ,
    Ehsan Shareghi
    ,
    Nigel Collier
  3. Toward Safe and Human-Aligned Game Conversational Recommendation via Multi-Agent Decomposition
    EACL 2026 · Zheng Hui,
    Xiaokai Wei
    ,
    Yexi Jiang
    ,
    Kevin Gao
    ,
    Chen Wang
    ,
    Se-eun Yoon
    ,
    Rachit Pareek
    ,
    Michelle Gong
  4. Value of Information: A Framework for Human-Agent Communication
    ACL 2026 ·
    Yijiang River Dong
    ,
    Tiancheng Hu
    , Zheng Hui,
    Caiqi Zhang
    ,
    Ivan Vulic
    ,
    Andreea Bobu
    ,
    Nigel Collier
  5. Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation
    AAAI 2025 ·
    Xiaofeng Zhang
    ,
    Fanshuo Zeng
    ,
    Yihao Quan
    , Zheng Hui,
    Jiawei Yao
  6. QuantCache: Adaptive Importance-Guided Quantization with Hierarchical Latent and Layer Caching for Video Generation
    ICCV 2025 ·
    Junyi Wu
    ,
    Zhiteng Li
    , Zheng Hui,
    Yulun Zhang
    ,
    Linghe Kong
    ,
    Xiaokang Yang
  7. VideoElevator: Elevating Video Generation Quality with Versatile Text-to-Image Diffusion Models
    AAAI 2025 ·
    Yabo Zhang
    ,
    Yuxiang Wei
    ,
    Xianhui Lin
    , Zheng Hui,
    Peiran Ren
    ,
    Xuansong Xie
    ,
    Wangmeng Zuo
  8. WinSpot: GUI Grounding Benchmark with Multimodal Large Language Models
    ACL 2025 · Zheng Hui,
    Yinheng Li
    ,
    Dan Zhao
    ,
    Colby R. Banbury
    ,
    Tianyi Chen
    ,
    Kazuhito Koishida
  9. Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale
    ICML 2025 ·
    Rogerio Bonatti
    ,
    Dan Zhao
    ,
    Francesco Bonacci
    ,
    Dillon Dupont
    ,
    Sara Abdali
    ,
    Yinheng Li
    ,
    Yadong Lu
    ,
    Justin Wagle
    ,
    Kazuhito Koishida
    ,
    Arthur Bucker
    ,
    Lawrence Keunho Jang
    , Zheng Hui
  10. Auto-Prox: Training-Free Vision Transformer Architecture Search via Automatic Proxy Discovery
    AAAI 2024 ·
    Zimian Wei
    ,
    Peijie Dong
    , Zheng Hui,
    Anggeng Li
    ,
    Lujun Li
    ,
    Menglong Lu
    ,
    Hengyue Pan
    ,
    Dongsheng Li
  11. Defending Against Social Engineering Attacks in the Age of LLMs
    EMNLP 2024 ·
    Lin Ai
    ,
    Tharindu Kumarage
    ,
    Amrita Bhattacharjee
    ,
    Zizhou Liu
    , Zheng Hui,
    Michael Davinroy
    ,
    James Cook
    ,
    Laura Cassani
    ,
    Kirill Trapeznikov
    ,
    Matthias Kirchner
    ,
    Arslan Basharat
    ,
    Anthony Hoogs
    ,
    Joshua Garland
    ,
    Huan Liu
    ,
    Julia Hirschberg
  12. Enhancing Pre-Trained Generative Language Models with Question Attended Span Extraction on Machine Reading Comprehension
    EMNLP 2024 ·
    Lin Ai
    , Zheng Hui,
    Zizhou Liu
    ,
    Julia Hirschberg
  13. Improving Diffusion-Based Image Restoration with Error Contraction and Error Correction
    AAAI 2024 ·
    Qiqi Bao
    , Zheng Hui,
    Rui Zhu
    ,
    Peiran Ren
    ,
    Xuansong Xie
    ,
    Wenming Yang
  14. ToxiCraft: A Novel Framework for Synthetic Generation of Harmful Information
    EMNLP 2024 · Zheng Hui,
    Zhaoxiao Guo
    ,
    Hang Zhao
    ,
    Juanyong Duan
    ,
    Congrui Huang