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Tianyi Chen — most-cited papers & profile · AI for Code
← authors
·
overview
Tianyi Chen
56
papers ·
301
citations ·
16
h-index
Cornell University · Lanzhou Jiaotong University · Ministry of Education · Chinese Research Academy of Environmental Sciences · Cornell Tech
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Most-cited papers
VAFL: a Method of Vertical Asynchronous Federated Learning
2020 · 88 citations
Lorashear: Efficient Large Language Model Structured Pruning And Knowledge Recovery
2023 · 43 citations
Communication-Efficient Distributed Learning via Lazily Aggregated Quantized Gradients
2019 · 39 citations
Federated Variance-Reduced Stochastic Gradient Descent with Robustness to Byzantine Attacks
2019 · 15 citations
CAFE: Catastrophic Data Leakage in Vertical Federated Learning
2021 · 15 citations
LASG: Lazily Aggregated Stochastic Gradients for Communication-Efficient Distributed Learning
2020 · 14 citations
Communication-Efficient Robust Federated Learning Over Heterogeneous Datasets
2020 · 13 citations
Recurrent Exposure Generation for Low-Light Face Detection
2020 · 11 citations
Hybrid Federated Learning: Algorithms and Implementation
2020 · 9 citations
Adaptive Temporal Difference Learning with Linear Function Approximation
2020 · 8 citations
Byzantine-Robust Variance-Reduced Federated Learning over Distributed Non-i.i.d. Data
2020 · 7 citations
Towards Understanding Asynchronous Advantage Actor-critic: Convergence and Linear Speedup
2020 · 7 citations
Tighter Analysis of Alternating Stochastic Gradient Method for Stochastic Nested Problems
2021 · 7 citations
ReCAP: Recursive Context-Aware Reasoning and Planning for Large Language Model Agents
2025 · 6 citations
Communication-Efficient Policy Gradient Methods for Distributed Reinforcement Learning
2018 · 3 citations
Topics
Federated Learning
Policy Gradient
Optimization
Value-Based
Model-Based RL
Communication
Efficiency
Model Architecture
Offline RL
Adversarial Attacks