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Dongyan Zhao

Peking University, Institute of Computer Science and Technology, China

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

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Venues

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

Frequent coauthors

Tan Yue
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Zhuocheng Gong
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Yiduo Guo
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Xin Cheng
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Yueqian Wang
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Danlong Yuan
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Zekai Zhang
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Mingxu Tao
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Yuxuan Wang
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Jiazhan Feng
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Qiong Wu
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Jianxin Liang
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Papers

  1. Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models
    ACL 2026 ·
    Xin Cheng
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  2. Curriculum Learning based Hierarchical Scoring and Analysis Framework for Question Answering Task Evaluation
    ACL 2026 ·
    Qiong Wu
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  3. MARS: Multimodal Adaptive Reasoning Model for Avoiding Overthinking
    AAAI 2026 ·
    Tan Yue
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  4. Shorten After You're Right: Lazy Length Penalties for Reasoning RL
    ACL 2026 ·
    Danlong Yuan
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  5. We May Not Need Much Visual Encoding of Web Data for Question Answering
    WWW 2026 ·
    Tan Yue
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  6. AnaFig: A Human-Aligned Dataset for Scientific Figure Analysis
    ACM MM 2025 ·
    Tan Yue
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  7. Efficient Domain Continual pretraining by Mitigating the Stability Gap
    ACL 2025 ·
    Yiduo Guo
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  8. English as Defense Proxy: Mitigating Multilingual Jailbreak via Eliciting English Safety Knowledge
    EMNLP 2025 ·
    Zekai Zhang
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  9. EpiCoDe: Boosting Model Performance Beyond Training with Extrapolation and Contrastive Decoding
    ACL 2025 ·
    Mingxu Tao
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  10. F2TEval: Human-Aligned Multi-Dimensional Evaluation for Figure-to-Text Task
    EMNLP 2025 ·
    Tan Yue
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  11. Friends-MMC: A Dataset for Multi-modal Multi-party Conversation Understanding
    AAAI 2025 ·
    Yueqian Wang
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  12. Latent Preference Coding: Aligning Large Language Models via Discrete Latent Codes
    ICML 2025 ·
    Zhuocheng Gong
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  13. OmniMMI: A Comprehensive Multi-modal Interaction Benchmark in Streaming Video Contexts
    CVPR 2025 ·
    Yuxuan Wang
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  14. QAEval: Mixture of Evaluators for Question-Answering Task Evaluation
    ACL 2025 ·
    Tan Yue
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  15. ReMamba: Equip Mamba with Effective Long-Sequence Modeling
    EMNLP 2025 ·
    Danlong Yuan
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  16. ReasVQA: Advancing VideoQA with Imperfect Reasoning Process
    NAACL 2025 ·
    Jianxin Liang
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  17. RetriEVAL: Evaluating Text Generation with Contextualized Lexical Match
    WSDM 2025 ·
    Zhen Li
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  18. Understanding Visual Detail Hallucinations of Large Vision-Language Models
    IJCAI 2025 ·
    Xiaoxi Sun
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  19. VideoLLM Knows When to Speak: Enhancing Time-Sensitive Video Comprehension with Video-Text Duet Interaction Format
    EMNLP 2025 ·
    Yueqian Wang
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  20. Bi-Directional Multi-Granularity Generation Framework for Knowledge Graph-to-Text with Large Language Model
    ACL 2024 ·
    Haowei Du
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  21. Disentangled Representations for Continual Learning: Overcoming Forgetting and Facilitating Knowledge Transfer
    ECML-PKDD 2024 ·
    Zhaopeng Xu
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  22. Efficient Temporal Extrapolation of Multimodal Large Language Models with Temporal Grounding Bridge
    EMNLP 2024 ·
    Yuxuan Wang
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  23. Graph-Structured Speculative Decoding
    ACL 2024 ·
    Zhuocheng Gong
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  24. Language Models can be Deductive Solvers
    NAACL 2024 ·
    Jiazhan Feng
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  25. Large Language Models Can Learn Representation in Natural Language
    ACL 2024 ·
    Yiduo Guo
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  26. Learning to Plan by Updating Natural Language
    EMNLP 2024 ·
    Yiduo Guo
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  27. Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules
    EMNLP 2024 ·
    Zhuocheng Gong
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  28. PPTC Benchmark: Evaluating Large Language Models for PowerPoint Task Completion
    ACL 2024 ·
    Yiduo Guo
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  29. PPTC-R benchmark: Towards Evaluating the Robustness of Large Language Models for PowerPoint Task Completion
    EMNLP 2024 ·
    Zekai Zhang
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  30. SCALE: Synergized Collaboration of Asymmetric Language Translation Engines
    ACL 2024 ·
    Xin Cheng
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  31. STAIR: Spatial-Temporal Reasoning with Auditable Intermediate Results for Video Question Answering
    AAAI 2024 ·
    Yueqian Wang
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  32. Synergistic Interplay between Search and Large Language Models for Information Retrieval
    ACL 2024 ·
    Jiazhan Feng
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  33. Unlocking the Potential of Model Merging for Low-Resource Languages
    EMNLP 2024 ·
    Mingxu Tao
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  34. What Makes Quantization for Large Language Model Hard? An Empirical Study from the Lens of Perturbation
    AAAI 2024 ·
    Zhuocheng Gong
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  35. Your Career Path Matters in Person-Job Fit
    AAAI 2024 ·
    Zhuocheng Gong
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  36. xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token
    NeurIPS 2024 ·
    Xin Cheng
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