PPaperPicks

Dongyan Zhao

Peking University, Institute of Computer Science and Technology, China

36 papers at tracked venues · 22 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-0396-6703 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×12EMNLP ×9AAAI ×5NAACL ×2ACM MM ×1CVPR ×1ECML-PKDD ×1ICML ×1IJCAI ×1NeurIPS ×1WSDM ×1WWW ×1

Frequent coauthors

Huishuai Zhang
×11
Yueqian Wang
×7
Tan Yue
×6
Jianxin Liang
×6
Zhuocheng Gong
×6
Yiduo Guo
×6
Yuxuan Wang
×5
Rui Yan
×5
Yaobo Liang
×4
Nan Duan
×4
Xin Cheng
×3
Qiong Wu
×3

Papers

  1. Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models
    ACL 2026 ·
    Xin Cheng
    ,
    Wangding Zeng
    ,
    Damai Dai
    ,
    Qinyu Chen
    ,
    Bingxuan Wang
    ,
    Zhenda Xie
    ,
    Kezhao Huang
    ,
    Xingkai Yu
    ,
    Zhewen Hao
    ,
    Han Zhang
    ,
    Yukun Li
    ,
    Huishuai Zhang
    , Dongyan Zhao,
    Wenfeng Liang
  2. Curriculum Learning based Hierarchical Scoring and Analysis Framework for Question Answering Task Evaluation
    ACL 2026 ·
    Qiong Wu
    ,
    Tan Yue
    ,
    Jianxin Liang
    ,
    Zhen Li
    ,
    Kai He
    ,
    Shuai Zhao
    , Dongyan Zhao
  3. MARS: Multimodal Adaptive Reasoning Model for Avoiding Overthinking
    AAAI 2026 ·
    Tan Yue
    ,
    Qiong Wu
    , Dongyan Zhao
  4. Shorten After You're Right: Lazy Length Penalties for Reasoning RL
    ACL 2026 ·
    Danlong Yuan
    ,
    Tian Xie
    ,
    Shaohan Huang
    ,
    Huishuai Zhang
    ,
    Zhuocheng Gong
    ,
    Chong Luo
    ,
    Furu Wei
    , Dongyan Zhao
  5. We May Not Need Much Visual Encoding of Web Data for Question Answering
    WWW 2026 ·
    Tan Yue
    ,
    Qiong Wu
    , Dongyan Zhao
  6. AnaFig: A Human-Aligned Dataset for Scientific Figure Analysis
    ACM MM 2025 ·
    Tan Yue
    ,
    Xuzhao Shi
    ,
    Rui Mao
    ,
    Zilong Song
    ,
    Zonghai Hu
    , Dongyan Zhao
  7. Efficient Domain Continual pretraining by Mitigating the Stability Gap
    ACL 2025 ·
    Yiduo Guo
    ,
    Jie Fu
    ,
    Huishuai Zhang
    , Dongyan Zhao
  8. English as Defense Proxy: Mitigating Multilingual Jailbreak via Eliciting English Safety Knowledge
    EMNLP 2025 ·
    Zekai Zhang
    ,
    Yiduo Guo
    ,
    Jiuheng Lin
    ,
    Shanghaoran Quan
    ,
    Huishuai Zhang
    , Dongyan Zhao
  9. EpiCoDe: Boosting Model Performance Beyond Training with Extrapolation and Contrastive Decoding
    ACL 2025 ·
    Mingxu Tao
    ,
    Jie Hu
    ,
    Mingchuan Yang
    ,
    Yunhuai Liu
    , Dongyan Zhao,
    Yansong Feng
  10. F2TEval: Human-Aligned Multi-Dimensional Evaluation for Figure-to-Text Task
    EMNLP 2025 ·
    Tan Yue
    ,
    Rui Mao
    ,
    Zilong Song
    ,
    Zonghai Hu
    , Dongyan Zhao
  11. Friends-MMC: A Dataset for Multi-modal Multi-party Conversation Understanding
    AAAI 2025 ·
    Yueqian Wang
    ,
    Xiaojun Meng
    ,
    Yuxuan Wang
    ,
    Jianxin Liang
    ,
    Qun Liu
    , Dongyan Zhao
  12. Latent Preference Coding: Aligning Large Language Models via Discrete Latent Codes
    ICML 2025 ·
    Zhuocheng Gong
    ,
    Jian Guan
    ,
    Wei Wu
    ,
    Huishuai Zhang
    , Dongyan Zhao
  13. OmniMMI: A Comprehensive Multi-modal Interaction Benchmark in Streaming Video Contexts
    CVPR 2025 ·
    Yuxuan Wang
    ,
    Yueqian Wang
    ,
    Bo Chen
    ,
    Tong Wu
    , Dongyan Zhao,
    Zilong Zheng
  14. QAEval: Mixture of Evaluators for Question-Answering Task Evaluation
    ACL 2025 ·
    Tan Yue
    ,
    Rui Mao
    ,
    Xuzhao Shi
    ,
    Shuo Zhan
    ,
    Zuhao Yang
    , Dongyan Zhao
  15. ReMamba: Equip Mamba with Effective Long-Sequence Modeling
    EMNLP 2025 ·
    Danlong Yuan
    ,
    Jiahao Liu
    ,
    Bei Li
    ,
    Huishuai Zhang
    ,
    Jingang Wang
    ,
    Xunliang Cai
    , Dongyan Zhao
  16. ReasVQA: Advancing VideoQA with Imperfect Reasoning Process
    NAACL 2025 ·
    Jianxin Liang
    ,
    Xiaojun Meng
    ,
    Huishuai Zhang
    ,
    Yueqian Wang
    ,
    Jiansheng Wei
    , Dongyan Zhao
  17. RetriEVAL: Evaluating Text Generation with Contextualized Lexical Match
    WSDM 2025 ·
    Zhen Li
    ,
    Xinchi Li
    ,
    Chongyang Tao
    ,
    Jiazhan Feng
    ,
    Tao Shen
    ,
    Can Xu
    ,
    Hao Wang
    , Dongyan Zhao,
    Shuai Ma
  18. Understanding Visual Detail Hallucinations of Large Vision-Language Models
    IJCAI 2025 ·
    Xiaoxi Sun
    ,
    Jianxin Liang
    ,
    Yueqian Wang
    ,
    Huishuai Zhang
    , Dongyan Zhao
  19. VideoLLM Knows When to Speak: Enhancing Time-Sensitive Video Comprehension with Video-Text Duet Interaction Format
    EMNLP 2025 ·
    Yueqian Wang
    ,
    Xiaojun Meng
    ,
    Yuxuan Wang
    ,
    Jianxin Liang
    ,
    Jiansheng Wei
    ,
    Huishuai Zhang
    , Dongyan Zhao
  20. Bi-Directional Multi-Granularity Generation Framework for Knowledge Graph-to-Text with Large Language Model
    ACL 2024 ·
    Haowei Du
    ,
    Chen Li
    ,
    Dinghao Zhang
    , Dongyan Zhao
  21. Disentangled Representations for Continual Learning: Overcoming Forgetting and Facilitating Knowledge Transfer
    ECML-PKDD 2024 ·
    Zhaopeng Xu
    ,
    Qi Qin
    ,
    Bing Liu
    , Dongyan Zhao
  22. Efficient Temporal Extrapolation of Multimodal Large Language Models with Temporal Grounding Bridge
    EMNLP 2024 ·
    Yuxuan Wang
    ,
    Yueqian Wang
    ,
    Pengfei Wu
    ,
    Jianxin Liang
    , Dongyan Zhao,
    Yang Liu
    ,
    Zilong Zheng
  23. Graph-Structured Speculative Decoding
    ACL 2024 ·
    Zhuocheng Gong
    ,
    Jiahao Liu
    ,
    Ziyue Wang
    ,
    Pengfei Wu
    ,
    Jingang Wang
    ,
    Xunliang Cai
    , Dongyan Zhao,
    Rui Yan
  24. Language Models can be Deductive Solvers
    NAACL 2024 ·
    Jiazhan Feng
    ,
    Ruochen Xu
    ,
    Junheng Hao
    ,
    Hiteshi Sharma
    ,
    Yelong Shen
    , Dongyan Zhao,
    Weizhu Chen
  25. Large Language Models Can Learn Representation in Natural Language
    ACL 2024 ·
    Yiduo Guo
    ,
    Yaobo Liang
    , Dongyan Zhao,
    Nan Duan
  26. Learning to Plan by Updating Natural Language
    EMNLP 2024 ·
    Yiduo Guo
    ,
    Yaobo Liang
    ,
    Chenfei Wu
    ,
    Wenshan Wu
    , Dongyan Zhao,
    Nan Duan
  27. Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules
    EMNLP 2024 ·
    Zhuocheng Gong
    ,
    Ang Lv
    ,
    Jian Guan
    ,
    Wei Wu
    ,
    Huishuai Zhang
    ,
    Minlie Huang
    , Dongyan Zhao,
    Rui Yan
  28. PPTC Benchmark: Evaluating Large Language Models for PowerPoint Task Completion
    ACL 2024 ·
    Yiduo Guo
    ,
    Zekai Zhang
    ,
    Yaobo Liang
    , Dongyan Zhao,
    Nan Duan
  29. PPTC-R benchmark: Towards Evaluating the Robustness of Large Language Models for PowerPoint Task Completion
    EMNLP 2024 ·
    Zekai Zhang
    ,
    Yiduo Guo
    ,
    Yaobo Liang
    , Dongyan Zhao,
    Nan Duan
  30. SCALE: Synergized Collaboration of Asymmetric Language Translation Engines
    ACL 2024 ·
    Xin Cheng
    ,
    Xun Wang
    ,
    Tao Ge
    ,
    Si-Qing Chen
    ,
    Furu Wei
    , Dongyan Zhao,
    Rui Yan
  31. STAIR: Spatial-Temporal Reasoning with Auditable Intermediate Results for Video Question Answering
    AAAI 2024 ·
    Yueqian Wang
    ,
    Yuxuan Wang
    ,
    Kai Chen
    , Dongyan Zhao
  32. Synergistic Interplay between Search and Large Language Models for Information Retrieval
    ACL 2024 ·
    Jiazhan Feng
    ,
    Chongyang Tao
    ,
    Xiubo Geng
    ,
    Tao Shen
    ,
    Can Xu
    ,
    Guodong Long
    , Dongyan Zhao,
    Daxin Jiang
  33. Unlocking the Potential of Model Merging for Low-Resource Languages
    EMNLP 2024 ·
    Mingxu Tao
    ,
    Chen Zhang
    ,
    Quzhe Huang
    ,
    Tianyao Ma
    ,
    Songfang Huang
    , Dongyan Zhao,
    Yansong Feng
  34. What Makes Quantization for Large Language Model Hard? An Empirical Study from the Lens of Perturbation
    AAAI 2024 ·
    Zhuocheng Gong
    ,
    Jiahao Liu
    ,
    Jingang Wang
    ,
    Xunliang Cai
    , Dongyan Zhao,
    Rui Yan
  35. Your Career Path Matters in Person-Job Fit
    AAAI 2024 ·
    Zhuocheng Gong
    ,
    Yang Song
    ,
    Tao Zhang
    ,
    Ji-Rong Wen
    , Dongyan Zhao,
    Rui Yan
  36. xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token
    NeurIPS 2024 ·
    Xin Cheng
    ,
    Xun Wang
    ,
    Xingxing Zhang
    ,
    Tao Ge
    ,
    Si-Qing Chen
    ,
    Furu Wei
    ,
    Huishuai Zhang
    , Dongyan Zhao