Kai Yan
8 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (25) 🔥 Unstoppable · Bronze ❓ The Questioner
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value function
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state occupancy
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offline reinforcement learning
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reinforcement learning
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imitation learning
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decision making
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linear programming
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behavior cloning
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model generalization
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normalizing flow
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quadratic programming
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demonstration learning
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prior probability
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monte carlo tree search
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shape reconstruction
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illumination estimation
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language model
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surrogate objective
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benchmark evaluation
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contrastive learning
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Papers
Recitation over Reasoning: How Cutting-Edge Language Models Can Fail on Elementary School-Level Reasoning Problems?
IJCNLP 2025
Language Agent Tree Search Unifies Reasoning, Acting, and Planning in Language Models
ICML 2024
Offline Imitation from Observation via Primal Wasserstein State Occupancy Matching
ICML 2024
Reinforcement Learning Gradients as Vitamin for Online Finetuning Decision Transformers
NeurIPS 2024
A Simple Solution for Offline Imitation from Observations and Examples with Possibly Incomplete Trajectories
NeurIPS 2023
Neural-PBIR Reconstruction of Shape, Material, and Illumination
ICCV 2023
CEIP: Combining Explicit and Implicit Priors for Reinforcement Learning with Demonstrations
NeurIPS 2022
A Surrogate Objective Framework for Prediction+Programming with Soft Constraints
NeurIPS 2021