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Tian Lan — most-cited papers & profile · AI for Science
← authors
·
overview
Tian Lan
40
papers ·
74
citations ·
32
h-index
George Washington University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Every Parameter Matters: Ensuring the Convergence of Federated Learning with Dynamic Heterogeneous Models Reduction
2023 · 11 citations
SwiftRL: Towards Efficient Reinforcement Learning on Real Processing-In-Memory Systems
2024 · 9 citations
MAC-PO: Multi-Agent Experience Replay via Collective Priority Optimization
2023 · 6 citations
MAC-PO: Multi-Agent Experience Replay via Collective Priority Optimization
2023 · 6 citations
ReMIX: Regret Minimization for Monotonic Value Function Factorization in Multiagent Reinforcement Learning
2023 · 5 citations
Towards Efficient Multi-agent Learning Systems
2023 · 4 citations
Efficient Video Instance Segmentation via Tracklet Query and Proposal
2022 · 4 citations
RGMComm: Return Gap Minimization via Discrete Communications in Multi-Agent Reinforcement Learning
2023 · 4 citations
RGMComm: Return Gap Minimization via Discrete Communications in Multi-Agent Reinforcement Learning
2023 · 4 citations
DECIDER: A Dual-system Rule-controllable Decoding Framework For Language Generation
2024 · 3 citations
T2I-Eval-R1: Reinforcement Learning-Driven Reasoning for Interpretable Text-to-Image Evaluation
2025 · 3 citations
Value Functions Factorization with Latent State Information Sharing in Decentralized Multi-Agent Policy Gradients
2022 · 3 citations
On the Convergence of Heterogeneous Federated Learning with Arbitrary Adaptive Online Model Pruning
2022 · 2 citations
PAC: Assisted Value Factorisation with Counterfactual Predictions in Multi-Agent Reinforcement Learning
2022 · 2 citations
Scalability Bottlenecks in Multi-Agent Reinforcement Learning Systems
2023 · 2 citations
Topics
Multi-Agent
Evaluation
Federated Learning
Model-Based RL
Value-Based
Policy Gradient
Control
Vision-Language Models
Game AI
Exploration