PPaperPicks

Junge Zhang

18 papers at tracked venues · 11 at CORE A* · active 2024–2026

Venues

Frequent coauthors

Kaiqi Huang
×6
Xingzhou Lou
×5
Jianbin Jiao
×4
Jing Cui
×2
Yufei Han
×2
Xin Zhao
×2
Xiaoqian Liu
×2
Pei Xu
×2
Yali Du
×2
Ziqi Wang
×1
Meiqi Wu
×1
Zhengqi Wen
×1

Papers

  1. Calibration-Aware Policy Optimization for Reasoning LLMs
    ACL 2026 ·
    Ziqi Wang
    ,
    Xingzhou Lou
    ,
    Meiqi Wu
    ,
    Zhengqi Wen
    , Junge Zhang
  2. Persistent Backdoor Attacks Under Continual Fine-Tuning of LLMs
    AAAI 2026 ·
    Jing Cui
    ,
    Yufei Han
    ,
    Jianbin Jiao
    , Junge Zhang
  3. Distribution Optimization Under Gaussian Hypothesis for Domain Adaptive Semantic Segmentation
    WACV 2025 ·
    Liang Chen
    ,
    Weihua Chen
    ,
    Xin Zhao
    ,
    Junyan Wang
    ,
    Lijun Cao
    , Junge Zhang
  4. EPO: Explicit Policy Optimization for Strategic Reasoning in LLMs via Reinforcement Learning
    ACL 2025 ·
    Xiaoqian Liu
    ,
    Ke Wang
    ,
    Yongbin Li
    ,
    Yuchuan Wu
    ,
    Wentao Ma
    ,
    Aobo Kong
    ,
    Fei Huang
    ,
    Jianbin Jiao
    , Junge Zhang
  5. IDEA-Bench: How Far are Generative Models from Professional Designing?
    CVPR 2025 ·
    Chen Liang
    ,
    Lianghua Huang
    ,
    Jingwu Fang
    ,
    Huanzhang Dou
    ,
    Wei Wang
    ,
    Zhi-Fan Wu
    ,
    Yupeng Shi
    , Junge Zhang,
    Xin Zhao
    ,
    Yu Liu
  6. RainbowArena: A Multi-Agent Toolkit for Reinforcement Learning and Large Language Models in Competitive Tabletop Games
    AAMAS 2025 ·
    Yingzhuo Liu
    ,
    Shuodi Liu
    ,
    Hongsong Tang
    ,
    Yubing Ma
    ,
    Zikang Li
    , Junge Zhang,
    Liuyu Xiang
    ,
    Zhaofeng He
  7. Sequential Preference Optimization: Multi-Dimensional Preference Alignment with Implicit Reward Modeling
    AAAI 2025 ·
    Xingzhou Lou
    , Junge Zhang,
    Jian Xie
    ,
    Lifeng Liu
    ,
    Dong Yan
    ,
    Kaiqi Huang
  8. Uncertainty-Aware Diffusion-Guided Refinement of 3D Scenes
    ICCV 2025 ·
    Sarosij Bose
    ,
    Arindam Dutta
    ,
    Sayak Nag
    , Junge Zhang,
    Jiachen Li
    ,
    Konstantinos Karydis
    ,
    Amit K. Roy-Chowdhury
  9. ADMN: Agent-Driven Modular Network for Dynamic Parameter Sharing in Cooperative Multi-Agent Reinforcement Learning
    IJCAI 2024 ·
    Yang Yu
    ,
    Qiyue Yin
    , Junge Zhang,
    Pei Xu
    ,
    Kaiqi Huang
  10. BadRL: Sparse Targeted Backdoor Attack against Reinforcement Learning
    AAAI 2024 ·
    Jing Cui
    ,
    Yufei Han
    ,
    Yuzhe Ma
    ,
    Jianbin Jiao
    , Junge Zhang
  11. Information Bottleneck Based Data Correction in Continual Learning
    ECCV 2024 ·
    Shuai Chen
    ,
    Mingyi Zhang
    , Junge Zhang,
    Kaiqi Huang
  12. NeRF-LiDAR: Generating Realistic LiDAR Point Clouds with Neural Radiance Fields
    AAAI 2024 · Junge Zhang,
    Feihu Zhang
    ,
    Shaochen Kuang
    ,
    Li Zhang
  13. PDiT: Interleaving Perception and Decision-making Transformers for Deep Reinforcement Learning
    AAMAS 2024 ·
    Hangyu Mao
    ,
    Rui Zhao
    ,
    Ziyue Li
    ,
    Zhiwei Xu
    ,
    Hao Chen
    ,
    Yiqun Chen
    ,
    Bin Zhang
    ,
    Zhen Xiao
    , Junge Zhang,
    Jiangjin Yin
  14. Population-Based Diverse Exploration for Sparse-Reward Multi-Agent Tasks
    IJCAI 2024 ·
    Pei Xu
    , Junge Zhang,
    Kaiqi Huang
  15. Position: Foundation Agents as the Paradigm Shift for Decision Making
    ICML 2024 ·
    Xiaoqian Liu
    ,
    Xingzhou Lou
    ,
    Jianbin Jiao
    , Junge Zhang
  16. ProAgent: Building Proactive Cooperative Agents with Large Language Models
    AAAI 2024 ·
    Ceyao Zhang
    ,
    Kaijie Yang
    ,
    Siyi Hu
    ,
    Zihao Wang
    ,
    Guanghe Li
    ,
    Yihang Sun
    ,
    Cheng Zhang
    ,
    Zhaowei Zhang
    ,
    Anji Liu
    ,
    Song-Chun Zhu
    ,
    Xiaojun Chang
    , Junge Zhang,
    Feng Yin
    ,
    Yitao Liang
    ,
    Yaodong Yang
  17. Safe Reinforcement Learning with Free-form Natural Language Constraints and Pre-Trained Language Models
    AAMAS 2024 ·
    Xingzhou Lou
    , Junge Zhang,
    Ziyan Wang
    ,
    Kaiqi Huang
    ,
    Yali Du
  18. TAPE: Leveraging Agent Topology for Cooperative Multi-Agent Policy Gradient
    AAAI 2024 ·
    Xingzhou Lou
    , Junge Zhang,
    Timothy J. Norman
    ,
    Kaiqi Huang
    ,
    Yali Du