Jialian Li
11 papers · 2016–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (31) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Grand Slam
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Keyword Pioneer
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Keyword Champion
π
Trend Setter
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Renaissance Researcher
(5)
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Century Club Β· Bronze
ποΈ
Keyword Collector
(64)
Top co-authors
Research topics
Artificial Intelligence
(7)
Machine Learning
(7)
Core AI
(7)
Optimization & Theory
(5)
Learning Types Β· Machine Learning
(4)
Reinforcement Learning
(3)
Methods
(3)
Deep Learning
(2)
Mathematics & Optimization
(2)
Learning Types Β· Deep Learning
(2)
Optimization
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Analysis
(1)
Applications
(1)
Keywords
nash equilibrium
(4)
zero-sum game
(3)
large language model
(2)
regret bound
(2)
generative model
(2)
sample complexity
(2)
counterfactual regret minimization
(2)
offline reinforcement learning
(1)
few-shot learning
(1)
stochastic gradient descent
(1)
direct preference optimization
(1)
knowledge distillation
(1)
preference learning
(1)
human motion capture
(1)
bayesian inference
(1)
policy evaluation
(1)
posterior sampling
(1)
human pose estimation
(1)
imperfect information
(1)
game theory
(1)
Papers
3D-Properties: Identifying Challenges in DPO and Charting a Path Forward
ICLR 2025
Exploring the LLM Journey from Cognition to Expression with Linear Representations
ICML 2024
LiDARCap: Long-Range Marker-Less 3D Human Motion Capture With LiDAR Point Clouds
CVPR 2022
Policy Learning for Robust Markov Decision Process with a Mismatched Generative Model
AAAI 2022
A Bayesian Approach for Subset Selection in Contextual Bandits
AAAI 2021
Nearly Horizon-Free Offline Reinforcement Learning
NeurIPS 2021
Exploration Analysis in Finite-Horizon Turn-based Stochastic Games
UAI 2020
Lazy-CFR: fast and near-optimal regret minimization for extensive games with imperfect information
ICLR 2020
Posterior sampling for multi-agent reinforcement learning: solving extensive games with imperfect information
ICLR 2020
Identify the Nash Equilibrium in Static Games with Random Payoffs
ICML 2017
Conditional Generative Moment-Matching Networks
NeurIPS 2016