PPaperPicks

Jiaming Shen

13 papers at tracked venues · 10 at CORE A* · active 2024–2025

Venues

Frequent coauthors

Tianqi Liu
×9
Zhen Qin
×8
Jialu Liu
×7
Michael Bendersky
×6
Rishabh Joshi
×3
Mohammad Saleh
×3
Junru Wu
×3
Simon Baumgartner
×3
Chao Zhang
×3
Wei Xiong
×2
Misha Khalman
×2
Bilal Piot
×2

Papers

  1. Building Math Agents with Multi-Turn Iterative Preference Learning
    ICLR 2025 ·
    Wei Xiong
    ,
    Chengshuai Shi
    , Jiaming Shen,
    Aviv Rosenberg
    ,
    Zhen Qin
    ,
    Daniele Calandriello
    ,
    Misha Khalman
    ,
    Rishabh Joshi
    ,
    Bilal Piot
    ,
    Mohammad Saleh
    ,
    Chi Jin
    ,
    Tong Zhang
    ,
    Tianqi Liu
  2. HeMeNet: Heterogeneous Multichannel Equivariant Network for Protein Multi-task Learning
    AAAI 2025 ·
    Rong Han
    ,
    Wenbing Huang
    ,
    Lingxiao Luo
    ,
    Xinyan Han
    , Jiaming Shen,
    Zhiqiang Zhang
    ,
    Jun Zhou
    ,
    Ting Chen
  3. IC-Cache: Efficient Large Language Model Serving via In-context Caching
    SOSP 2025 ·
    Yifan Yu
    ,
    Yu Gan
    ,
    Nikhil Sarda
    ,
    Lillian Tsai
    , Jiaming Shen,
    Yanqi Zhou
    ,
    Arvind Krishnamurthy
    ,
    Fan Lai
    ,
    Hank Levy
    ,
    David E. Culler
  4. LiPO: Listwise Preference Optimization through Learning-to-Rank
    NAACL 2025 ·
    Tianqi Liu
    ,
    Zhen Qin
    ,
    Junru Wu
    , Jiaming Shen,
    Misha Khalman
    ,
    Rishabh Joshi
    ,
    Yao Zhao
    ,
    Mohammad Saleh
    ,
    Simon Baumgartner
    ,
    Jialu Liu
    ,
    Peter J. Liu
    ,
    Xuanhui Wang
  5. RRM: Robust Reward Model Training Mitigates Reward Hacking
    ICLR 2025 ·
    Tianqi Liu
    ,
    Wei Xiong
    ,
    Jie Ren
    ,
    Lichang Chen
    ,
    Junru Wu
    ,
    Rishabh Joshi
    ,
    Yang Gao
    , Jiaming Shen,
    Zhen Qin
    ,
    Tianhe Yu
    ,
    Daniel Sohn
    ,
    Anastasia Makarova
    ,
    Jeremiah Zhe Liu
    ,
    Yuan Liu
    ,
    Bilal Piot
    ,
    Abe Ittycheriah
    ,
    Aviral Kumar
    ,
    Mohammad Saleh
  6. TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision
    WWW 2025 ·
    Yunyi Zhang
    ,
    Ruozhen Yang
    ,
    Xueqiang Xu
    ,
    Rui Li
    ,
    Jinfeng Xiao
    , Jiaming Shen,
    Jiawei Han
  7. Bridging the Gap: Sketch-Aware Interpolation Network for High-Quality Animation Sketch Inbetweening
    ACM MM 2024 · Jiaming Shen,
    Kun Hu
    ,
    Wei Bao
    ,
    Chang Wen Chen
    ,
    Zhiyong Wang
  8. Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning
    ACL 2024 ·
    Yue Yu
    , Jiaming Shen,
    Tianqi Liu
    ,
    Zhen Qin
    ,
    Jing Nathan Yan
    ,
    Jialu Liu
    ,
    Chao Zhang
    ,
    Michael Bendersky
  9. Knowledge Distillation with Perturbed Loss: From a Vanilla Teacher to a Proxy Teacher
    SIGKDD 2024 ·
    Rongzhi Zhang
    , Jiaming Shen,
    Tianqi Liu
    ,
    Jialu Liu
    ,
    Michael Bendersky
    ,
    Marc Najork
    ,
    Chao Zhang
  10. Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting
    NAACL 2024 ·
    Zhen Qin
    ,
    Rolf Jagerman
    ,
    Kai Hui
    ,
    Honglei Zhuang
    ,
    Junru Wu
    ,
    Le Yan
    , Jiaming Shen,
    Tianqi Liu
    ,
    Jialu Liu
    ,
    Donald Metzler
    ,
    Xuanhui Wang
    ,
    Michael Bendersky
  11. Multilingual Fine-Grained News Headline Hallucination Detection
    EMNLP 2024 · Jiaming Shen,
    Tianqi Liu
    ,
    Jialu Liu
    ,
    Zhen Qin
    ,
    Jay Pavagadhi
    ,
    Simon Baumgartner
    ,
    Michael Bendersky
  12. PLaD: Preference-based Large Language Model Distillation with Pseudo-Preference Pairs
    ACL 2024 ·
    Rongzhi Zhang
    , Jiaming Shen,
    Tianqi Liu
    ,
    Haorui Wang
    ,
    Zhen Qin
    ,
    Feng Han
    ,
    Jialu Liu
    ,
    Simon Baumgartner
    ,
    Michael Bendersky
    ,
    Chao Zhang
  13. Predicting Text Preference Via Structured Comparative Reasoning
    ACL 2024 ·
    Jing Nathan Yan
    ,
    Tianqi Liu
    ,
    Justin T. Chiu
    , Jiaming Shen,
    Zhen Qin
    ,
    Yue Yu
    ,
    Charumathi Lakshmanan
    ,
    Yair Kurzion
    ,
    Alexander M. Rush
    ,
    Jialu Liu
    ,
    Michael Bendersky