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Fei Fang

59 papers · 2015–2026 · 11 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (10) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (9) 🧭 Keyword Pioneer 🌈 Renaissance Researcher (5) 🌍 Conference Polyglot (11) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (11) 🏠 Conference Loyalist (21) πŸ”¬ Deep Specialist (14) πŸ† Keyword Champion (2) πŸ† Grand Slam πŸ—ƒοΈ Keyword Collector (234) ⚑ Prolific Year (7) πŸš€ Conference Pioneer πŸ’Ž Century Club (56) πŸ”₯ Unstoppable (8) ❓ The Questioner

Conferences

AAAI (24) IJCAI (10) NIPS (10) ICLR (4) EMNLP (3) ICML (2) UAI (2) ACL (1) CONLL (1) ICCV (1) NAACL (1)

Top co-authors

Zheyuan Ryan Shi (9) Milind Tambe (8) Chun Kai Ling (8) Yi Wu (6) J. Zico Kolter (4) Lily Xu (3) Rohit Singh (3) Yixuan Even Xu (3) Stephanie Milani (3) Yu Wang (3)

Keywords

game theory (13) multi-agent system (8) large language model (6) extensive-form game (5) reinforcement learning (4) security game (4) text classification (4) nash equilibrium (4) resource allocation (3) markov decision process (3) correlated equilibrium (3) zero-sum game (3) regret minimization (3) multi-agent reinforcement learning (3) bounded rationality (3) online learning (2) combinatorial optimization (2) machine learning (2) adversarial learning (2) cognitive modeling (2)

Papers

RescueLens: LLM-Powered Triage and Action on Volunteer Feedback for Food Rescue AAAI 2026
Safe Multi-agent Reinforcement Learning with Natural Language Constraints AAAI 2026
PeerCoPilot: A Language Model-Powered Assistant for Behavioral Health Organizations AAAI 2026
TypedThinker: Diversify Large Language Model Reasoning with Typed Thinking ICLR 2025
LICORICE: Label-Efficient Concept-Based Interpretable Reinforcement Learning ICLR 2025
REALM: A Dataset of Real-World LLM Use Cases ACL 2025
CBT-Bench: Evaluating Large Language Models on Assisting Cognitive Behavior Therapy NAACL 2025
Improving Community-Participated Patrol for Anti-Poaching AAAI 2025
M$^3$HF: Multi-agent Reinforcement Learning from Multi-phase Human Feedback of Mixed Quality ICML 2025
Deviate or Not: Learning Coalition Structures with Multiple-bit Observations in Games AAAI 2025
Leveraging a Cognitive Model to Measure Subjective Similarity of Human and GPT-4 Written Content CONLL 2024
Where It Really Matters: Few-Shot Environmental Conservation Media Monitoring for Low-Resource Languages AAAI 2024
Learning Coalition Structures with Games AAAI 2024
Global Rewards in Restless Multi-Armed Bandits NIPS 2024
Multi-Agent Imitation Learning: Value is Easy, Regret is Hard NIPS 2024
Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game ICML 2024
Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum Learning AAAI 2024
Leveraging a Cognitive Model to Measure Subjective Similarity of Human and GPT-4 Written Content EMNLP 2024
PATIENT-πœ“: Using Large Language Models to Simulate Patients for Training Mental Health Professionals EMNLP 2024
Self-Supervised Interest Transfer Network via Prototypical Contrastive Learning for Recommendation AAAI 2023
NewsPanda: Media Monitoring for Timely Conservation Action AAAI 2023
A One-Size-Fits-All Approach to Improving Randomness in Paper Assignment NIPS 2023
Video Background Music Generation: Dataset, Method and Evaluation ICCV 2023
Function Approximation for Solving Stackelberg Equilibrium in Large Perfect Information Games AAAI 2023
Robust Reinforcement Learning as a Stackelberg Game via Adaptively-Regularized Adversarial Training IJCAI 2022
Curriculum Reinforcement Learning using Optimal Transport via Gradual Domain Adaptation NIPS 2022
Inverse Game Theory for Stackelberg Games: the Blessing of Bounded Rationality NIPS 2022
PerfectDou: Dominating DouDizhu with Perfect Information Distillation NIPS 2022
Safe Subgame Resolving for Extensive Form Correlated Equilibrium AAAI 2022
Bandit Data-Driven Optimization for Crowdsourcing Food Rescue Platforms AAAI 2022
Concadia: Towards Image-Based Text Generation with a Purpose EMNLP 2022
Ranked Prioritization of Groups in Combinatorial Bandit Allocation IJCAI 2022
Harnessing Social Media to Identify Homeless Youth At-Risk of Substance Use AAAI 2021
Iterative Bounding MDPs: Learning Interpretable Policies via Non-Interpretable Methods AAAI 2021
Discovering Diverse Multi-Agent Strategic Behavior via Reward Randomization ICLR 2021
Temporal Induced Self-Play for Stochastic Bayesian Games IJCAI 2021
Robust reinforcement learning under minimax regret for green security UAI 2021
Data-Driven Multimodal Patrol Planning for Anti-poaching AAAI 2021
Dual-Mandate Patrols: Multi-Armed Bandits for Green Security AAAI 2021
To Signal or Not To Signal: Exploiting Uncertain Real-Time Information in Signaling Games for Security and Sustainability AAAI 2020
When to Follow the Tip: Security Games with Strategic Informants IJCAI 2020
Mitigating Manipulation in Peer Review via Randomized Reviewer Assignments NIPS 2020
Deep Archimedean Copulas NIPS 2020
Improving Efficiency of Volunteer-Based Food Rescue Operations AAAI 2020
Draining the Water Hole: Mitigating Social Engineering Attacks with CyberTWEAK AAAI 2020
Evolutionary Population Curriculum for Scaling Multi-Agent Reinforcement Learning ICLR 2020
Robust Multi-Agent Reinforcement Learning via Minimax Deep Deterministic Policy Gradient AAAI 2019
On the Inducibility of Stackelberg Equilibrium for Security Games AAAI 2019
Integrating Learning with Game Theory for Societal Challenges IJCAI 2019
Dynamic Trip-Vehicle Dispatch with Scheduled and On-Demand Requests UAI 2019
Deep Reinforcement Learning for Green Security Games with Real-Time Information AAAI 2019
Correlation in Extensive-Form Games: Saddle-Point Formulation and Benchmarks NIPS 2019
Efficient Regret Minimization Algorithm for Extensive-Form Correlated Equilibrium NIPS 2019
Large Scale Learning of Agent Rationality in Two-Player Zero-Sum Games AAAI 2019
What Game Are We Playing? End-to-end Learning in Normal and Extensive Form Games IJCAI 2018
Stackelberg Security Games: Looking Beyond a Decade of Success IJCAI 2018
Designing the Game to Play: Optimizing Payoff Structure in Security Games IJCAI 2018
Three Strategies to Success: Learning Adversary Models in Security Games IJCAI 2016
When Security Games Go Green: Designing Defender Strategies to Prevent Poaching and Illegal Fishing IJCAI 2015