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Minjia Zhang

19 papers at tracked venues · 16 at CORE A* · active 2024–2026

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Venues

ACL ×6SIGMOD ×3AAAI ×2EMNLP ×2ACM MM ×1ICCV ×1ICLR ×1ICSE ×1MLSys ×1NeurIPS ×1

Frequent coauthors

Shuzheng Si
×6
Haozhe Zhao
×6
Baobao Chang
×5
Maosong Sun
×4
Kangyang Luo
×3
Gang Chen
×3
Fanchao Qi
×3
Liang Chen
×3
Yuzhuo Bai
×2
Beichen Huang
×2
Chenghao Mo
×2
Ben Karsin
×2

Papers

  1. A Goal Without a Plan Is Just a Wish: Efficient and Effective Global Planner Training for Long-Horizon Agent Task
    ACL 2026 ·
    Shuzheng Si
    ,
    Haozhe Zhao
    ,
    Kangyang Luo
    ,
    Gang Chen
    ,
    Fanchao Qi
    , Minjia Zhang,
    Baobao Chang
    ,
    Maosong Sun
  2. FaithLens: Detecting and Explaining Faithfulness Hallucination
    ACL 2026 ·
    Shuzheng Si
    ,
    Qingyi Wang
    ,
    Haozhe Zhao
    ,
    Yuzhuo Bai
    ,
    Guanqiao Chen
    ,
    Kangyang Luo
    ,
    Gang Chen
    ,
    Fanchao Qi
    , Minjia Zhang,
    Baobao Chang
    ,
    Maosong Sun
  3. Hidden States as Early Signals: Step-level Trace Evaluation and Pruning for Efficient Test-Time Scaling
    ACL 2026 ·
    Zhixiang Liang
    ,
    Beichen Huang
    ,
    Zheng Wang
    , Minjia Zhang
  4. MENTOR: Efficient Autoregressive Image Generation with Balanced Multimodal Control
    ACL 2026 ·
    Haozhe Zhao
    ,
    Zefan Cai
    ,
    Shuzheng Si
    ,
    Liang Chen
    ,
    Jiuxiang Gu
    ,
    Wen Xiao
    , Minjia Zhang,
    Junjie Hu
  5. Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning
    AAAI 2026 ·
    Shuzheng Si
    ,
    Haozhe Zhao
    ,
    Cheng Gao
    ,
    Yuzhuo Bai
    ,
    Zhitong Wang
    ,
    Bofei Gao
    ,
    Kangyang Luo
    ,
    Wenhao Li
    ,
    Yufei Huang
    ,
    Gang Chen
    ,
    Fanchao Qi
    , Minjia Zhang,
    Baobao Chang
    ,
    Maosong Sun
  6. VecFlow-Chamfer: A GPU-based Data Management System for High-Performance Multi-Vector Search on Superchips
    SIGMOD 2026 ·
    Chenghao Mo
    ,
    Ben Karsin
    ,
    Philip Adams
    , Minjia Zhang
  7. Cache-of-Thought: Master-Apprentice Framework for Cost-Effective Vision Language Model Reasoning
    EMNLP 2025 ·
    Mingyuan Wu
    ,
    Jize Jiang
    ,
    Haozhen Zheng
    ,
    Meitang Li
    ,
    Zhaoheng Li
    ,
    Beitong Tian
    ,
    Bo Chen
    ,
    Yongjoo Park
    , Minjia Zhang,
    ChengXiang Zhai
    ,
    Klara Nahrstedt
  8. FlexGaussian: Flexible and Cost-Effective Training-Free Compression for 3D Gaussian Splatting
    ACM MM 2025 ·
    Boyuan Tian
    ,
    Qizhe Gao
    ,
    Siran Xianyu
    ,
    Xiaotong Cui
    , Minjia Zhang
  9. InstantEdit: Text-Guided Few-Step Image Editing with Piecewise Rectified Flow
    ICCV 2025 ·
    Yiming Gong
    ,
    Zhen Zhu
    , Minjia Zhang
  10. Large Language Models as Configuration Validators
    ICSE 2025 ·
    Xinyu Lian
    ,
    Yinfang Chen
    ,
    Runxiang Cheng
    ,
    Jie Huang
    ,
    Parth Thakkar
    , Minjia Zhang,
    Tianyin Xu
  11. Looking Beyond Text: Reducing Language Bias in Large Vision-Language Models via Multimodal Dual-Attention and Soft-Image Guidance
    EMNLP 2025 ·
    Haozhe Zhao
    ,
    Shuzheng Si
    ,
    Liang Chen
    ,
    Yichi Zhang
    ,
    Maosong Sun
    ,
    Baobao Chang
    , Minjia Zhang
  12. MedCite: Can Language Models Generate Verifiable Text for Medicine?
    ACL 2025 ·
    Xiao Wang
    ,
    Mengjue Tan
    ,
    Qiao Jin
    ,
    Guangzhi Xiong
    ,
    Yu Hu
    ,
    Aidong Zhang
    ,
    Zhiyong Lu
    , Minjia Zhang
  13. MiLo: Efficient Quantized MoE Inference with Mixture of Low-Rank Compensators
    MLSys 2025 ·
    Beichen Huang
    ,
    Yueming Yuan
    ,
    Zelei Shao
    , Minjia Zhang
  14. MiniKV: Pushing the Limits of 2-Bit KV Cache via Compression and System Co-Design for Efficient Long Context Inference
    ACL 2025 ·
    Akshat Sharma
    ,
    Hangliang Ding
    ,
    Jianping Li
    ,
    Neel Dani
    , Minjia Zhang
  15. VecFlow: A High-Performance Vector Data Management System for Filtered-Search on GPUs
    SIGMOD 2025 ·
    Jingyi Xi
    ,
    Chenghao Mo
    ,
    Ben Karsin
    ,
    Artem M. Chirkin
    ,
    Mingqin Li
    , Minjia Zhang
  16. DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing
    AAAI 2024 ·
    Conglong Li
    ,
    Zhewei Yao
    ,
    Xiaoxia Wu
    , Minjia Zhang,
    Connor Holmes
    ,
    Cheng Li
    ,
    Yuxiong He
  17. Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs
    ICLR 2024 ·
    Suyu Ge
    ,
    Yunan Zhang
    ,
    Liyuan Liu
    , Minjia Zhang,
    Jiawei Han
    ,
    Jianfeng Gao
  18. UltraEdit: Instruction-based Fine-Grained Image Editing at Scale
    NeurIPS 2024 ·
    Haozhe Zhao
    ,
    Xiaojian (Shawn) Ma
    ,
    Liang Chen
    ,
    Shuzheng Si
    ,
    Rujie Wu
    ,
    Kaikai An
    ,
    Peiyu Yu
    , Minjia Zhang,
    Qing Li
    ,
    Baobao Chang
  19. Vexless: A Serverless Vector Data Management System Using Cloud Functions
    SIGMOD 2024 ·
    Yongye Su
    ,
    Yinqi Sun
    , Minjia Zhang,
    Jianguo Wang