PPaperPicks

Fei Fang

Carnegie Mellon University, Pittsburgh, PA, USA

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

DBLP profile ↗ORCID 0000-0003-2256-8329 ↗Homepage ↗

Venues

AAAI ×8AAMAS ×2ICLR ×2ICML ×2NeurIPS ×2ACL ×1CHI ×1EMNLP ×1NAACL ×1USENIX Security ×1WWW ×1

Frequent coauthors

Hong Shen
×6
Naveen Raman
×4
Zheyuan Ryan Shi
×4
Nev Jones
×3
Zhiyu Chen
×3
Yixuan Even Xu
×3
Stephanie Milani
×3
Zhicheng Zhang
×3
Yi Wu
×3
Cindy Peng
×2
Megan Chai
×2
Gao Mo
×2

Papers

  1. Large Language Models in Peer-Run Community Behavioral Health Services: Understanding Peer Specialists and Service Users' Perspectives on Opportunities, Risks, and Mitigation Strategies
    CHI 2026 ·
    Cindy Peng
    ,
    Megan Chai
    ,
    Gao Mo
    ,
    Naveen Raman
    ,
    Ningjing Tang
    ,
    Shannon Pagdon
    ,
    Margaret Swarbrick
    ,
    Nev Jones
    , Fei Fang,
    Hong Shen
  2. PeerCoPilot: A Language Model-Powered Assistant for Behavioral Health Organizations
    AAAI 2026 ·
    Gao Mo
    ,
    Naveen Janaki Raman
    ,
    Megan Chai
    ,
    Cindy Peng
    ,
    Shannon Pagdon
    ,
    Nev Jones
    ,
    Hong Shen
    ,
    Margaret Swarbrick
    , Fei Fang
  3. RescueLens: LLM-Powered Triage and Action on Volunteer Feedback for Food Rescue
    AAAI 2026 ·
    Naveen Janaki Raman
    ,
    Jingwu Tang
    ,
    Zhiyu Chen
    ,
    Zheyuan Ryan Shi
    ,
    Sean Hudson
    ,
    Ameesh Kapoor
    , Fei Fang
  4. Safe Multi-agent Reinforcement Learning with Natural Language Constraints
    AAAI 2026 ·
    Ziyan Wang
    ,
    Meng Fang
    ,
    Tristan Tomilin
    , Fei Fang,
    Yali Du
  5. CBT-Bench: Evaluating Large Language Models on Assisting Cognitive Behavior Therapy
    NAACL 2025 ·
    Mian Zhang
    ,
    Xianjun Yang
    ,
    Xinlu Zhang
    ,
    Travis Labrum
    ,
    Jamie C. Chiu
    ,
    Shaun M. Eack
    , Fei Fang,
    William Yang Wang
    ,
    Zhiyu Chen
  6. Deviate or Not: Learning Coalition Structures with Multiple-bit Observations in Games
    AAAI 2025 ·
    Yixuan Even Xu
    ,
    Zhe Feng
    , Fei Fang
  7. Improving Community-Participated Patrol for Anti-Poaching
    AAAI 2025 ·
    Yufei Wu
    ,
    Yixuan Even Xu
    ,
    Xuming Zhang
    ,
    Duo Liu
    ,
    Shibing Zhu
    , Fei Fang
  8. LICORICE: Label-Efficient Concept-Based Interpretable Reinforcement Learning
    ICLR 2025 ·
    Zhuorui Ye
    ,
    Stephanie Milani
    ,
    Geoffrey J. Gordon
    , Fei Fang
  9. M³HF: Multi-agent Reinforcement Learning from Multi-phase Human Feedback of Mixed Quality
    ICML 2025 ·
    Ziyan Wang
    ,
    Zhicheng Zhang
    , Fei Fang,
    Yali Du
  10. Navigating Security and Privacy Threats in Homeless Service Provision
    USENIX Security 2025 ·
    Yuxi Wu
    ,
    Ruoxi Zhang
    ,
    Shiyue Liu
    ,
    Mufei He
    ,
    Aidan Hong
    ,
    Jeremy J. Northup
    ,
    Calla Kainaroi
    , Fei Fang,
    Hong Shen
  11. REALM: A Dataset of Real-World LLM Use Cases
    ACL 2025 ·
    Jingwen Cheng
    ,
    Kshitish Ghate
    ,
    Wenyue Hua
    ,
    William Yang Wang
    ,
    Hong Shen
    , Fei Fang
  12. TypedThinker: Diversify Large Language Model Reasoning with Typed Thinking
    ICLR 2025 ·
    Danqing Wang
    ,
    Jianxin Ma
    , Fei Fang,
    Lei Li
  13. Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum Learning
    AAAI 2024 ·
    Jiayu Chen
    ,
    Zelai Xu
    ,
    Yunfei Li
    ,
    Chao Yu
    ,
    Jiaming Song
    ,
    Huazhong Yang
    , Fei Fang,
    Yu Wang
    ,
    Yi Wu
  14. Global Rewards in Restless Multi-Armed Bandits
    NeurIPS 2024 ·
    Naveen Raman
    ,
    Zheyuan Shi
    , Fei Fang
  15. Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game
    ICML 2024 ·
    Zelai Xu
    ,
    Chao Yu
    , Fei Fang,
    Yu Wang
    ,
    Yi Wu
  16. Learning Coalition Structures with Games
    AAAI 2024 ·
    Yixuan Even Xu
    ,
    Chun Kai Ling
    , Fei Fang
  17. MABL: Bi-Level Latent-Variable World Model for Sample-Efficient Multi-Agent Reinforcement Learning
    AAMAS 2024 ·
    Aravind Venugopal
    ,
    Stephanie Milani
    , Fei Fang,
    Balaraman Ravindran
  18. MESA: Cooperative Meta-Exploration in Multi-Agent Learning through Exploiting State-Action Space Structure
    AAMAS 2024 ·
    Zhicheng Zhang
    ,
    Yancheng Liang
    ,
    Yi Wu
    , Fei Fang
  19. Multi-Agent Imitation Learning: Value is Easy, Regret is Hard
    NeurIPS 2024 ·
    Jingwu Tang
    ,
    Gokul Swamy
    , Fei Fang,
    Zhiwei Steven Wu
  20. PATIENT-ψ: Using Large Language Models to Simulate Patients for Training Mental Health Professionals
    EMNLP 2024 ·
    Ruiyi Wang
    ,
    Stephanie Milani
    ,
    Jamie C. Chiu
    ,
    Jiayin Zhi
    ,
    Shaun M. Eack
    ,
    Travis Labrum
    ,
    Samuel M. Murphy
    ,
    Nev Jones
    ,
    Kate Hardy
    ,
    Hong Shen
    , Fei Fang,
    Zhiyu Chen
  21. Predicting and Presenting Task Difficulty for Crowdsourcing Food Rescue Platforms
    WWW 2024 ·
    Zheyuan Ryan Shi
    ,
    Jiayin Zhi
    ,
    Siqi Zeng
    ,
    Zhicheng Zhang
    ,
    Ameesh Kapoor
    ,
    Sean Hudson
    ,
    Hong Shen
    , Fei Fang
  22. Where It Really Matters: Few-Shot Environmental Conservation Media Monitoring for Low-Resource Languages
    AAAI 2024 ·
    Sameer Jain
    ,
    Sedrick Scott Keh
    ,
    Shova Chettri
    ,
    Karun Dewan
    ,
    Pablo Izquierdo
    ,
    Johanna Prussman
    ,
    Pooja Shrestha
    ,
    César Suárez
    ,
    Zheyuan Ryan Shi
    ,
    Lei Li
    , Fei Fang