Tian Lan

15

Papers

30

Total Citations

Papers (15)

RGMComm: Return Gap Minimization via Discrete Communications in Multi-Agent Reinforcement Learning

ConcaveQ: Non-monotonic Value Function Factorization via Concave Representations in Deep Multi-Agent Reinforcement Learning

MALinZero: Efficient Low-Dimensional Search for Mastering Complex Multi-Agent Planning

NeurIPS 2025arXiv

Learning to Collaborate with Unknown Agents in the Absence of Reward

Text2Data: Low-Resource Data Generation with Textual Control

Action Recognition by Hierarchical Mid-Level Action Elements

Efficient Video Instance Segmentation via Tracklet Query and Proposal

Probabilistic Verification of Cybersickness in Virtual Reality Through Bayesian Networks

ScoreNet: Consistency-driven Framework with Multi-side Information Fusion for Session-based Recommendation

PAC: Assisted Value Factorization with Counterfactual Predictions in Multi-Agent Reinforcement Learning

A Contrastive Framework for Neural Text Generation

Scalable Multi-agent Covering Option Discovery based on Kronecker Graphs

Every Parameter Matters: Ensuring the Convergence of Federated Learning with Dynamic Heterogeneous Models Reduction

A Unified Algorithm Framework for Unsupervised Discovery of Skills based on Determinantal Point Process

Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective