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Peng Cheng — most-cited papers & profile · Speech Audio
← authors
·
overview
Peng Cheng
31
papers ·
100
citations ·
16
h-index
Tongji University · East China Normal University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Reinforcement learning for bandwidth estimation and congestion control in real-time communications
2019 · 25 citations
Reasoning on a Budget: A Survey of Adaptive and Controllable Test-Time Compute in LLMs
2025 · 19 citations
VeriFi: Towards Verifiable Federated Unlearning
2022 · 15 citations
VSAG: An Optimized Search Framework for Graph-based Approximate Nearest Neighbor Search
2025 · 10 citations
Data Center Cooling System Optimization Using Offline Reinforcement Learning
2025 · 5 citations
Look Beneath the Surface: Exploiting Fundamental Symmetry for Sample-Efficient Offline RL
2023 · 2 citations
Structure-BiEval: A Self-Supervised, Dual-Track Framework for Decoupling Structure and Content in LLM Evaluation for Web Information Systems
2026
MSign: An Optimizer Preventing Training Instability in Large Language Models via Stable Rank Restoration
2026
SeedPolicy: Horizon Scaling via Self-Evolving Diffusion Policy for Robot Manipulation
2026
FGIM: a Fast Graph-based Indexes Merging Framework for Approximate Nearest Neighbor Search
2026
Federated Customization of Large Models: Approaches, Experiments, and Insights
2026
RoboInspector: Unveiling the Unreliability of Policy Code for LLM-enabled Robotic Manipulation
2025
RoboInspector: Unveiling the Unreliability of Policy Code for LLM-enabled Robotic Manipulation
2025
ContextCache: Context-Aware Semantic Cache for Multi-Turn Queries in Large Language Models
2025
Optimizing Large Language Model Training Using FP4 Quantization
2025
Topics
Model-Based RL
Evaluation
Offline RL
Efficiency
ANN Search
Safe RL
Training Techniques
Model Architecture
Federated Learning
Value-Based