PPaperPicks

Jie Peng

University of Science and Technology of China, Hefei, China

19 papers at tracked venues · 10 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3805-9326 ↗Homepage ↗

Venues

ACL ×3ICML ×3AAAI ×2ICRA ×2IROS ×2NAACL ×2NeurIPS ×2EACL ×1ECCV ×1EMNLP ×1

Frequent coauthors

Tianlong Chen
×15
Jianmin Ji
×5
Sukwon Yun
×5
Xinyu Zhao
×4
Pingzhi Li
×4
Junrui Zhang
×3
Yanyong Zhang
×3
Jiayi Xin
×3
Qi Long
×3
Chenjie Wang
×2
Mohan Zhang
×2
Mufan Qiu
×2

Papers

  1. Dialogue is Better Than Monologue: Instructing Meidcal LLMs via Strategic Conversations
    EACL 2026 ·
    Zijie Liu
    ,
    Xinyu Zhao
    , Jie Peng,
    Jinhao Duan
    ,
    Zhuangdi Zhu
    ,
    Qingyu Chen
    ,
    Kaidi Xu
    ,
    Xia Hu
    ,
    Tianlong Chen
  2. Learning Flexible Large Multimodal Models with Arbitrary Modality Combinations
    ACL 2026 ·
    Xinyu Zhao
    ,
    Kangqi Ni
    , Jie Peng,
    Ang Li
    ,
    Tianlong Chen
  3. Vulnerability-Aware Robust Multimodal Adversarial Training
    AAAI 2026 ·
    Junrui Zhang
    ,
    Xinyu Zhao
    , Jie Peng,
    Chenjie Wang
    ,
    Jianmin Ji
    ,
    Tianlong Chen
  4. Advancing MoE Efficiency: A Collaboration-Constrained Routing (C2R) Strategy for Better Expert Parallelism Design
    NAACL 2025 ·
    Mohan Zhang
    ,
    Pingzhi Li
    , Jie Peng,
    Mufan Qiu
    ,
    Tianlong Chen
  5. CAFE-AD: Cross-Scenario Adaptive Feature Enhancement for Trajectory Planning in Autonomous Driving
    ICRA 2025 ·
    Junrui Zhang
    ,
    Chenjie Wang
    , Jie Peng,
    Haoyu Li
    ,
    Jianmin Ji
    ,
    Yu Zhang
    ,
    Yanyong Zhang
  6. GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models
    ACL 2025 ·
    Mufan Qiu
    ,
    Xinyu Hu
    ,
    Fengwei Zhan
    ,
    Sukwon Yun
    , Jie Peng,
    Ruichen Zhang
    ,
    Bhavya Kailkhura
    ,
    Jiekun Yang
    ,
    Tianlong Chen
  7. Glider: Global and Local Instruction-Driven Expert Router
    EMNLP 2025 ·
    Pingzhi Li
    ,
    Prateek Yadav
    ,
    Jaehong Yoon
    , Jie Peng,
    Yi-Lin Sung
    ,
    Mohit Bansal
    ,
    Tianlong Chen
  8. I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts
    ICML 2025 ·
    Jiayi Xin
    ,
    Sukwon Yun
    , Jie Peng,
    Inyoung Choi
    ,
    Jenna L. Ballard
    ,
    Tianlong Chen
    ,
    Qi Long
  9. Layer-Level Self-Exposure and Patch: Affirmative Token Mitigation for Jailbreak Attack Defense
    NAACL 2025 ·
    Yang Ouyang
    ,
    Hengrui Gu
    ,
    Shuhang Lin
    ,
    Wenyue Hua
    , Jie Peng,
    Bhavya Kailkhura
    ,
    Meijun Gao
    ,
    Tianlong Chen
    ,
    Kaixiong Zhou
  10. Modalities Contribute Unequally: Enhancing Medical Multi-modal Learning through Adaptive Modality Token Re-balancing
    ICML 2025 · Jie Peng,
    Jenna L. Ballard
    ,
    Mohan Zhang
    ,
    Sukwon Yun
    ,
    Jiayi Xin
    ,
    Qi Long
    ,
    Yanyong Zhang
    ,
    Tianlong Chen
  11. Mozart: Modularized and Efficient MoE Training on 3.5D Wafer-Scale Chiplet Architectures
    NeurIPS 2025 ·
    Shuqing Luo
    ,
    Ye Han
    ,
    Pingzhi Li
    ,
    Jiayin Qin
    , Jie Peng,
    Yang Zhao
    ,
    Yu Cao
    ,
    Tianlong Chen
  12. NaviDiffuser: Tackling Multi-Objective Robot Navigation by Weight Range Guided Diffusion Model
    IROS 2025 ·
    Xuyang Zhang
    ,
    Ziyang Feng
    ,
    Quecheng Qiu
    , Jie Peng,
    Haoyu Li
    ,
    Jianmin Ji
  13. Occult: Optimizing Collaborative Communications across Experts for Accelerated Parallel MoE Training and Inference
    ICML 2025 ·
    Shuqing Luo
    ,
    Pingzhi Li
    , Jie Peng,
    Yang Zhao
    ,
    Yu Cao
    ,
    Yu Cheng
    ,
    Tianlong Chen
  14. Tuning-Free Accountable Intervention for LLM Deployment - a Metacognitive Approach
    AAAI 2025 ·
    Zhen Tan
    , Jie Peng,
    Song Wang
    ,
    Lijie Hu
    ,
    Tianlong Chen
    ,
    Huan Liu
  15. UQ-Merge: Uncertainty Guided Multimodal Large Language Model Merging
    ACL 2025 ·
    Huaizhi Qu
    ,
    Xinyu Zhao
    , Jie Peng,
    Kwonjoon Lee
    ,
    Behzad Dariush
    ,
    Tianlong Chen
  16. Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts
    NeurIPS 2024 ·
    Sukwon Yun
    ,
    Inyoung Choi
    , Jie Peng,
    Yangfan Wu
    ,
    Jingxuan Bao
    ,
    Qiyiwen Zhang
    ,
    Jiayi Xin
    ,
    Qi Long
    ,
    Tianlong Chen
  17. LDP: A Local Diffusion Planner for Efficient Robot Navigation and Collision Avoidance
    IROS 2024 ·
    Wenhao Yu
    , Jie Peng,
    Huanyu Yang
    ,
    Junrui Zhang
    ,
    Yifan Duan
    ,
    Jianmin Ji
    ,
    Yanyong Zhang
  18. Mew: Multiplexed Immunofluorescence Image Analysis Through an Efficient Multiplex Network
    ECCV 2024 ·
    Sukwon Yun
    , Jie Peng,
    Alexandro E. Trevino
    ,
    Chanyoung Park
    ,
    Tianlong Chen
  19. PathRL: An End-to-End Path Generation Method for Collision Avoidance via Deep Reinforcement Learning
    ICRA 2024 ·
    Wenhao Yu
    , Jie Peng,
    Quecheng Qiu
    ,
    Hanyu Wang
    ,
    Lu Zhang
    ,
    Jianmin Ji