PPaperPicks

Hai Zhao

Shanghai Jiao Tong University, Department of Computer Science and Engineering, China

63 papers at tracked venues · 44 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-7290-0487 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×31EMNLP ×15AAAI ×5NeurIPS ×4NAACL ×3ICML ×2ACM MM ×1ECAI ×1ICLR ×1

Frequent coauthors

Zuchao Li
×32
Ping Wang
×14
Lefei Zhang
×14
Yao Yao
×10
Hongqiu Wu
×10
Qiwei Li
×8
Xinbei Ma
×8
Zhuosheng Zhang
×8
Zouying Cao
×7
Baoyuan Qi
×6
Guoming Liu
×6
Yifei Yang
×6

Papers

  1. BoYaEval: Evaluating Multimodal Large Language Models on Understanding Ancient Chinese Musical Scores
    ACL 2026 ·
    Jiajia Li
    ,
    Weizhi Xue
    ,
    Yao Yao
    ,
    Qiwei Li
    ,
    Chong Chen
    ,
    Zuchao Li
    ,
    Ping Wang
    , Hai Zhao
  2. Faster MoE LLM Inference for Extremely Large Models
    ACL 2026 ·
    Haoqi Yang
    ,
    Luohe Shi
    ,
    Qiwei Li
    ,
    Zuchao Li
    ,
    Ping Wang
    ,
    Hao Huang
    , Hai Zhao
  3. GoT-R1: Internalizing Graph-of-Thought via Structural Reinforcement for High-Density Reasoning
    ACL 2026 ·
    Zuchao Li
    ,
    Qiwei Li
    ,
    Yao Yao
    , Hai Zhao,
    Lefei Zhang
    ,
    Bo Du
  4. PAR: Training-Free Positional Perturbation and Attention Recycling for Faithful OCR
    ACL 2026 ·
    Yao Yao
    ,
    Manwen Liao
    ,
    Weitian Zhang
    ,
    Zuchao Li
    , Hai Zhao
  5. ParaCook: On Time-Efficient Planning for Multi-Agent Systems
    ACL 2026 ·
    Shiqi Zhang
    ,
    Xinbei Ma
    ,
    Yunqing Xu
    ,
    Zouying Cao
    ,
    Pengrui Lu
    ,
    Haobo Yuan
    ,
    Tiancheng Shen
    ,
    Zhuosheng Zhang
    , Hai Zhao,
    Ming-Hsuan Yang
  6. RACER: Retrieval-Augmented Contextual Rapid Speculative Decoding
    ACL 2026 ·
    Zihong Zhang
    ,
    Zuchao Li
    ,
    Lefei Zhang
    ,
    Ping Wang
    , Hai Zhao
  7. Remember Me, Refine Me: A Dynamic Procedural Memory Framework for Experience-Driven Agent Evolution
    ACL 2026 ·
    Zouying Cao
    ,
    Jiaji Deng
    ,
    Li Yu
    ,
    Weikang Zhou
    ,
    Zhaoyang Liu
    ,
    Bolin Ding
    , Hai Zhao
  8. Scaling LLM Speculative Decoding: Non-Autoregressive Forecasting in Large-Batch Scenarios
    AAAI 2026 ·
    Luohe Shi
    ,
    Zuchao Li
    ,
    Lefei Zhang
    ,
    Baoyuan Qi
    ,
    Guoming Liu
    , Hai Zhao
  9. TrigReason: Trigger-Based Collaboration between Small and Large Reasoning Models
    ACL 2026 ·
    Yi Zhao
    ,
    Yajuan Peng
    ,
    Cam-Tu Nguyen
    ,
    Zuchao Li
    ,
    Xiaoliang Wang
    ,
    Xiaoming Fu
    , Hai Zhao
  10. Can Large Language Models Be Good Language Teachers?
    EMNLP 2025 ·
    LiQing Xu
    ,
    Qiwei Li
    ,
    Tianshuo Peng
    ,
    Zuchao Li
    , Hai Zhao,
    Ping Wang
  11. Caution for the Environment: Multimodal LLM Agents are Susceptible to Environmental Distractions
    ACL 2025 ·
    Xinbei Ma
    ,
    Yiting Wang
    ,
    Yao Yao
    ,
    Tongxin Yuan
    ,
    Aston Zhang
    ,
    Zhuosheng Zhang
    , Hai Zhao
  12. CoViPAL: Layer-wise Contextualized Visual Token Pruning for Large Vision-Language Models
    EMNLP 2025 ·
    Zicong Tang
    ,
    Ziyang Ma
    ,
    Suqing Wang
    ,
    Zuchao Li
    ,
    Lefei Zhang
    , Hai Zhao,
    Yun Li
    ,
    Qianren Wang
  13. DAC: A Dynamic Attention-aware Approach for Task-Agnostic Prompt Compression
    ACL 2025 ·
    Yi Zhao
    ,
    Zuchao Li
    , Hai Zhao,
    Baoyuan Qi
    ,
    Guoming Liu
  14. Dialogue-RAG: Enhancing Retrieval for LLMs via Node-Linking Utterance Rewriting
    ACL 2025 ·
    Qiwei Li
    ,
    Teng Xiao
    ,
    Zuchao Li
    ,
    Ping Wang
    ,
    Mengjia Shen
    , Hai Zhao
  15. Evolving Chinese Spelling Correction with Corrector-Verifier Collaboration
    EMNLP 2025 ·
    Linfeng Liu
    ,
    Hongqiu Wu
    , Hai Zhao
  16. Faster In-Context Learning for LLMs via N-Gram Trie Speculative Decoding
    EMNLP 2025 ·
    Jinglin Chen
    ,
    Qiwei Li
    ,
    Zuchao Li
    ,
    Baoyuan Qi
    ,
    Guoming Liu
    ,
    Haojun Ai
    , Hai Zhao,
    Ping Wang
  17. From Parameters to Performance: A Data-Driven Study on LLM Structure and Development
    EMNLP 2025 ·
    Suqing Wang
    ,
    Zuchao Li
    ,
    Luohe Shi
    ,
    Bo Du
    , Hai Zhao,
    Yun Li
    ,
    Qianren Wang
  18. Game Development as Human-LLM Interaction
    ACL 2025 ·
    Jiale Hong
    ,
    Hongqiu Wu
    , Hai Zhao
  19. IAM: Efficient Inference through Attention Mapping between Different-scale LLMs
    ACL 2025 ·
    Yi Zhao
    ,
    Zuchao Li
    , Hai Zhao
  20. KV-Latent: Dimensional-level KV Cache Reduction with Frequency-aware Rotary Positional Embedding
    ACL 2025 ·
    Luohe Shi
    ,
    Zuchao Li
    ,
    Lefei Zhang
    ,
    Baoyuan Qi
    ,
    Guoming Liu
    , Hai Zhao
  21. LESA: Learnable LLM Layer Scaling-Up
    ACL 2025 ·
    Yifei Yang
    ,
    Zouying Cao
    ,
    Xinbei Ma
    ,
    Yao Yao
    ,
    Zhi Chen
    ,
    Libo Qin
    , Hai Zhao
  22. MEGen: Generative Backdoor into Large Language Models via Model Editing
    ACL 2025 ·
    Jiyang Qiu
    ,
    Xinbei Ma
    ,
    Zhuosheng Zhang
    , Hai Zhao,
    Yun Li
    ,
    Qianren Wang
  23. Open-Theatre: An Open-Source Toolkit for LLM-based Interactive Drama
    EMNLP 2025 ·
    Tianyang Xu
    ,
    Hongqiu Wu
    ,
    Weiqi Wu
    , Hai Zhao
  24. PGPO: Enhancing Agent Reasoning via Pseudocode-style Planning Guided Preference Optimization
    ACL 2025 ·
    Zouying Cao
    ,
    Runze Wang
    ,
    Yifei Yang
    ,
    Xinbei Ma
    ,
    Xiaoyong Zhu
    ,
    Bo Zheng
    , Hai Zhao
  25. SCANS: Mitigating the Exaggerated Safety for LLMs via Safety-Conscious Activation Steering
    AAAI 2025 ·
    Zouying Cao
    ,
    Yifei Yang
    , Hai Zhao
  26. Segment First or Comprehend First? Explore the Limit of Unsupervised Word Segmentation with Large Language Models
    ACL 2025 ·
    Zihong Zhang
    ,
    Liqi He
    ,
    Zuchao Li
    ,
    Lefei Zhang
    , Hai Zhao,
    Bo Du
  27. SmallKV: Small Model Assisted Compensation of KV Cache Compression for Efficient LLM Inference
    NeurIPS 2025 ·
    Yi Zhao
    ,
    Yajuan Peng
    ,
    Cam-Tu Nguyen
    ,
    Zuchao Li
    ,
    Xiaoliang Wang
    , Hai Zhao,
    Xiaoming Fu
  28. ToM: Leveraging Tree-oriented MapReduce for Long-Context Reasoning in Large Language Models
    EMNLP 2025 ·
    Jiani Guo
    ,
    Zuchao Li
    ,
    Jie Wu
    ,
    Qianren Wang
    ,
    Yun Li
    ,
    Lefei Zhang
    , Hai Zhao,
    Yu-Jiu Yang
  29. Towards Enhanced Immersion and Agency for LLM-based Interactive Drama
    ACL 2025 ·
    Hongqiu Wu
    ,
    Weiqi Wu
    ,
    Tianyang Xu
    ,
    Jiameng Zhang
    , Hai Zhao
  30. Unfolding the Headline: Iterative Self-Questioning for News Retrieval and Timeline Summarization
    NAACL 2025 ·
    Weiqi Wu
    ,
    Shen Huang
    ,
    Yong Jiang
    ,
    Pengjun Xie
    ,
    Fei Huang
    , Hai Zhao
  31. What Limits Bidirectional Model's Generative Capabilities? A Uni-Bi-Directional Mixture-of-Expert Method For Bidirectional Fine-tuning
    ICML 2025 ·
    Zuchao Li
    ,
    Yonghua Hei
    ,
    Qiwei Li
    ,
    Lefei Zhang
    ,
    Ping Wang
    , Hai Zhao,
    Baoyuan Qi
    ,
    Guoming Liu
  32. Wide-Horizon Thinking and Simulation-Based Evaluation for Real-World LLM Planning with Multifaceted Constraints
    NeurIPS 2025 ·
    Dongjie Yang
    ,
    Chengqiang Lu
    ,
    Qimeng Wang
    ,
    Xinbei Ma
    ,
    Yan Gao
    ,
    Yao Hu
    , Hai Zhao
  33. X-TURING: Towards an Enhanced and Efficient Turing Test for Long-Term Dialogue Agents
    ACL 2025 ·
    Weiqi Wu
    ,
    Hongqiu Wu
    , Hai Zhao
  34. XQuant: Achieving Ultra-Low Bit KV Cache Quantization with Cross-Layer Compression
    EMNLP 2025 ·
    Haoqi Yang
    ,
    Yao Yao
    ,
    Zuchao Li
    ,
    Baoyuan Qi
    ,
    Guoming Liu
    , Hai Zhao
  35. A Coin Has Two Sides: A Novel Detector-Corrector Framework for Chinese Spelling Correction
    ECAI 2024 ·
    Xiangke Zeng
    ,
    Zuchao Li
    ,
    Lefei Zhang
    ,
    Ping Wang
    ,
    Hongqiu Wu
    , Hai Zhao
  36. A Novel Energy Based Model Mechanism for Multi-Modal Aspect-Based Sentiment Analysis
    AAAI 2024 ·
    Tianshuo Peng
    ,
    Zuchao Li
    ,
    Ping Wang
    ,
    Lefei Zhang
    , Hai Zhao
  37. Are LLMs Aware that Some Questions are not Open-ended?
    EMNLP 2024 ·
    Dongjie Yang
    , Hai Zhao
  38. CMMLU: Measuring massive multitask language understanding in Chinese
    ACL 2024 ·
    Haonan Li
    ,
    Yixuan Zhang
    ,
    Fajri Koto
    ,
    Yifei Yang
    , Hai Zhao,
    Yeyun Gong
    ,
    Nan Duan
    ,
    Timothy Baldwin
  39. Chinese Spelling Correction as Rephrasing Language Model
    AAAI 2024 ·
    Linfeng Liu
    ,
    Hongqiu Wu
    , Hai Zhao
  40. Chinese Spelling Corrector Is Just a Language Learner
    ACL 2024 ·
    Lai Jiang
    ,
    Hongqiu Wu
    , Hai Zhao,
    Min Zhang
  41. CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation
    ACL 2024 ·
    Xinbei Ma
    ,
    Zhuosheng Zhang
    , Hai Zhao
  42. Dissecting Human and LLM Preferences
    ACL 2024 ·
    Junlong Li
    ,
    Fan Zhou
    ,
    Shichao Sun
    ,
    Yikai Zhang
    , Hai Zhao,
    Pengfei Liu
  43. Fact-Driven Logical Reasoning for Machine Reading Comprehension
    AAAI 2024 ·
    Siru Ouyang
    ,
    Zhuosheng Zhang
    , Hai Zhao
  44. From Role-Play to Drama-Interaction: An LLM Solution
    ACL 2024 ·
    Weiqi Wu
    ,
    Hongqiu Wu
    ,
    Lai Jiang
    ,
    Xingyuan Liu
    , Hai Zhao,
    Min Zhang
  45. GKT: A Novel Guidance-Based Knowledge Transfer Framework For Efficient Cloud-edge Collaboration LLM Deployment
    ACL 2024 ·
    Yao Yao
    ,
    Zuchao Li
    , Hai Zhao
  46. GLaPE: Gold Label-agnostic Prompt Evaluation for Large Language Models
    EMNLP 2024 ·
    Xuanchang Zhang
    ,
    Zhuosheng Zhang
    , Hai Zhao
  47. Generative Judge for Evaluating Alignment
    ICLR 2024 ·
    Junlong Li
    ,
    Shichao Sun
    ,
    Weizhe Yuan
    ,
    Run-Ze Fan
    , Hai Zhao,
    Pengfei Liu
  48. GoT: Effective Graph-of-Thought Reasoning in Language Models
    NAACL 2024 ·
    Yao Yao
    ,
    Zuchao Li
    , Hai Zhao
  49. Head-wise Shareable Attention for Large Language Models
    EMNLP 2024 ·
    Zouying Cao
    ,
    Yifei Yang
    , Hai Zhao
  50. Hypergraph based Understanding for Document Semantic Entity Recognition
    ACL 2024 ·
    Qiwei Li
    ,
    Zuchao Li
    ,
    Ping Wang
    ,
    Haojun Ai
    , Hai Zhao
  51. Instruction-Driven Game Engine: A Poker Case Study
    EMNLP 2024 ·
    Hongqiu Wu
    ,
    Xingyuan Liu
    ,
    Yan Wang
    , Hai Zhao
  52. LaCo: Large Language Model Pruning via Layer Collapse
    EMNLP 2024 ·
    Yifei Yang
    ,
    Zouying Cao
    , Hai Zhao
  53. Multi-modal Auto-regressive Modeling via Visual Tokens
    ACM MM 2024 ·
    Tianshuo Peng
    ,
    Zuchao Li
    ,
    Lefei Zhang
    , Hai Zhao,
    Ping Wang
    ,
    Bo Du
  54. On the Robustness of Editing Large Language Models
    EMNLP 2024 ·
    Xinbei Ma
    ,
    Tianjie Ju
    ,
    Jiyang Qiu
    ,
    Zhuosheng Zhang
    , Hai Zhao,
    Lifeng Liu
    ,
    Yulong Wang
  55. PyramidInfer: Pyramid KV Cache Compression for High-throughput LLM Inference
    ACL 2024 ·
    Dongjie Yang
    ,
    Xiaodong Han
    ,
    Yan Gao
    ,
    Yao Hu
    ,
    Shilin Zhang
    , Hai Zhao
  56. Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models
    NeurIPS 2024 ·
    Luohe Shi
    ,
    Yao Yao
    ,
    Zuchao Li
    ,
    Lefei Zhang
    , Hai Zhao
  57. Selective Prefix Tuning for Pre-trained Language Models
    ACL 2024 ·
    Hongyi Zhang
    ,
    Zuchao Li
    ,
    Ping Wang
    , Hai Zhao
  58. Self-Prompting Large Language Models for Zero-Shot Open-Domain QA
    NAACL 2024 ·
    Junlong Li
    ,
    Jinyuan Wang
    ,
    Zhuosheng Zhang
    , Hai Zhao
  59. SirLLM: Streaming Infinite Retentive LLM
    ACL 2024 ·
    Yao Yao
    ,
    Zuchao Li
    , Hai Zhao
  60. Sparse is Enough in Fine-tuning Pre-trained Large Language Models
    ICML 2024 ·
    Weixi Song
    ,
    Zuchao Li
    ,
    Lefei Zhang
    , Hai Zhao,
    Bo Du
  61. The Music Maestro or The Musically Challenged, A Massive Music Evaluation Benchmark for Large Language Models
    ACL 2024 ·
    Jiajia Li
    ,
    Lu Yang
    ,
    Mingni Tang
    ,
    Chenchong Chenchong
    ,
    Zuchao Li
    ,
    Ping Wang
    , Hai Zhao
  62. VHASR: A Multimodal Speech Recognition System With Vision Hotwords
    EMNLP 2024 ·
    Jiliang Hu
    ,
    Zuchao Li
    ,
    Ping Wang
    ,
    Haojun Ai
    ,
    Lefei Zhang
    , Hai Zhao
  63. Vript: A Video Is Worth Thousands of Words
    NeurIPS 2024 ·
    Dongjie Yang
    ,
    Suyuan Huang
    ,
    Chengqiang Lu
    ,
    Xiaodong Han
    ,
    Haoxin Zhang
    ,
    Yan Gao
    ,
    Yao Hu
    , Hai Zhao