Publications

Inference-Time Attribute Distribution Alignment for Unconditional Diffusion
Hao Luan, See-Kiong Ng, Chun Kai Ling
Equilibrium Computation in Extensive-Form Games with Stochastic Action Sets
Thomas Schwarz, Ryann Sim, Chun Kai Ling
Computing Equilibria in Games with Stochastic Action Sets
Thomas Schwarz, Ryann Sim, Chun Kai Ling
Communicating Chess Strategies in Natural Language
Cui Langyuan, Chun Kai Ling, Ng Hwee Tou
CARL: Criticality-Aware Agentic Reinforcement Learning
Leyang Shen, Yang Zhang, Chun Kai Ling, Xiaoyan Zhao, Tat-Seng Chua
Projected Coupled Diffusion for Test-Time Constrained Joint Generation
Hao Luan, Yi Xian Goh, See-Kiong Ng, Chun Kai Ling
Security Games with Layered Defenses: Adaptive Adversaries and Gittins Indices
Chun Kai Ling, Jakub Cerny, Chin Hui Han, Christian Kroer, Garud Iyengar
Colonel Blotto with Battlefield Games
Salam Afiouni, Jakub Cerny, Chun Kai Ling, Christian Kroer
Game of Thought: Robust Information Seeking with Large Language Models Using Game Theory
Langyuan Cui, Hwee Tou Ng, Chun Kai Ling
DDPS: Discrete Diffusion Posterior Sampling for Layered Graphs
Hao Luan, See-Kiong Ng, Chun Kai Ling
How Deep Is Your Defense-in-Depth? Hardening Cybersecurity Network Control Against Adaptive Attackers
Chun Kai Ling, Jakub Cerny, Chin Hui Han, Christian Kroer, Garud Iyengar
Commitment to Sparse Strategies in Two-Player Games
Salam Afiouni, Jakub Cerny, Chun Kai Ling, Christian Kroer
Contested Logistics: A Game Theoretic Approach
Jakub Cerny, Chun Kai Ling, Darshan Chakrabarti, Jingwen Zhang, Gabriele Farina, Christian Kroer, Garud Iyengar
Online bipartite matching with imperfect advice
Davin Choo, Themistoklis Gouleakis, Chun Kai Ling, Arnab Bhattacharyya
Layered Graph Security Games
Jakub Cerny, Chun Kai Ling, Christian Kroer, Garud Iyengar
Quantifying Interactions in Semi-supervised Multimodal Learning: Guarantees and Applications
Paul Pu Liang, Chun Kai Ling, Yun Cheng, Alexander Obolenskiy, Yudong Liu, Rohan Pandey, Alex Wilf, Louis-Philippe Morency, Russ Salakhutdinov
Learning Coalition Structures with Games
Yixuan Xu, Chun Kai Ling, Fei Fang
Deep Copula-based Survival Analysis for Dependent Censoring with Identifiability Guarantees
Weijia Zhang, Chun Kai Ling, Xuanhui Zhang
Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework
Paul Pu Liang, Yun Cheng, Xiang Fan, Chun Kai Ling, Suzanne Nie, Richard J. Chen, Zihao Deng, Nicholas Allen, Randy Auerbach, Faisal Mahmood, Ruslan Salakhutdinov, Louis-Philippe Morency
Multi-defender Security Games with Schedules
Zimeng Song, Chun Kai Ling, Fei Fang
Abstracting Imperfect Information Away from Two-Player Zero-Sum Games
Samuel Sokota, Ryan D'Orazio, Chun Kai Ling, David J Wu, J Zico Kolter, Noam Brown
Function Approximation for Solving Stackelberg Equilibrium in Large Perfect Information Games
Chun Kai Ling, J. Zico Kolter, Fei Fang
Safe Subgame Resolving for Extensive Form Correlated Equilibrium
Chun Kai Ling, Fei Fang
Safe Search for Stackelberg Equilibria in Extensive-Form Games
Chun Kai Ling, Noam Brown
Deep Archimedean Copulas
Chun Kai Ling, Fei Fang, J. Zico Kolter
Nonmyopic Gaussian Process Optimization with Macro-Actions
Dmitrii Kharkovskii, Chun Kai Ling, Bryan Kian Hsiang Low
Efficient Regret Minimization Algorithm for Extensive-Form Correlated Equilibrium
Gabriele Farina, Chun Kai Ling, Fei Fang, Tuomas Sandholm
Correlation in Extensive-Form Games: Saddle-Point Formulation and Benchmarks
Gabriele Farina, Chun Kai Ling, Fei Fang, Tuomas Sandholm
Large Scale Learning of Agent Rationality in Two-Player Zero-Sum Games
Chun Kai Ling, Fei Fang, J. Zico Kolter
What game are we playing? End-to-end learning in normal and extensive form games
Chun Kai Ling, Fei Fang, J. Zico Kolter
What game are we playing? Differentiably learning games from incomplete observations
Chun Kai Ling, J. Zico Kolter, Fei Fang
Gaussian Process Planning with Lipschitz Continuous Reward Functions
Chun Kai Ling, Low Kian Hsiang, Patrick Jaillet