Wendi Li
9 papers · 2022–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird 🔥 Unstoppable · Bronze
🌈
Renaissance Researcher
(6)
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Core AI
(5)
Learning Types
(3)
Natural Language Processing
(2)
Reinforcement Learning
(2)
Core Methods
(2)
Generation
(2)
Methods · Reinforcement Learning
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Domain-Specific
(1)
Methods · Data Science & Analytics
(1)
Keywords
large language model
(2)
reinforcement learning
(1)
knowledge graph
(1)
uncertainty quantification
(1)
dialogue generation
(1)
response generation
(1)
autonomous driving
(1)
markov decision process
(1)
time series forecasting
(1)
sequential decision
(1)
distribution shift
(1)
majority voting
(1)
intrinsic motivation
(1)
entity relationship
(1)
online learning
(1)
reward shaping
(1)
traffic simulation
(1)
interactive agent
(1)
data distribution
(1)
causal inference
(1)
Papers
Diverse Human Driving Vehicle Simulation in Background Traffic for Autonomous Driving Tests
AAAI 2026
Uncertainty Quantification in LLM Agents: Foundations, Emerging Challenges, and Opportunities
ACL 2026
Free Process Rewards without Process Labels
ICML 2025
Process Reward Model with Q-value Rankings
ICLR 2025
Position Debiasing Fine-Tuning for Causal Perception in Long-Term Dialogue
IJCAI 2024
Reinforcement Learning with Token-level Feedback for Controllable Text Generation
NAACL 2024
Towards Hierarchical Policy Learning for Conversational Recommendation with Hypergraph-based Reinforcement Learning
IJCAI 2023
TREA: Tree-Structure Reasoning Schema for Conversational Recommendation
ACL 2023
DDG-DA: Data Distribution Generation for Predictable Concept Drift Adaptation
AAAI 2022