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Cheng Zhang — most-cited papers & profile · AI for Code
← authors
·
overview
Cheng Zhang
55
papers ·
296
citations ·
15
h-index
Shaanxi University of Science and Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Generalization in Reinforcement Learning with Selective Noise Injection and Information Bottleneck
2019 · 57 citations
On Model Calibration for Long-Tailed Object Detection and Instance Segmentation
2021 · 27 citations
Advances in Variational Inference
2017 · 26 citations
Reinforcement Learning in the Wild: Scalable RL Dispatching Algorithm Deployed in Ridehailing Marketplace
2022 · 22 citations
VAEM: a Deep Generative Model for Heterogeneous Mixed Type Data
2020 · 13 citations
DRIFT: Deep Reinforcement Learning for Functional Software Testing
2020 · 13 citations
Perturbative Black Box Variational Inference
2017 · 7 citations
Reinforcement Learning with Efficient Active Feature Acquisition
2020 · 3 citations
Fingerprinting Deep Neural Networks Globally via Universal Adversarial Perturbations
2022 · 3 citations
SAM-RL: Sensing-Aware Model-Based Reinforcement Learning via Differentiable Physics-Based Simulation and Rendering
2022 · 3 citations
SAM-RL: Sensing-Aware Model-Based Reinforcement Learning via Differentiable Physics-Based Simulation and Rendering
2022 · 3 citations
Progressive Defense Against Adversarial Attacks for Deep Learning as a Service in Internet of Things
2020 · 2 citations
Holistic 3D Scene Understanding from a Single Image with Implicit Representation
2021 · 2 citations
Beyond Training: Enabling Self-evolution Of Agents With MOBIMEM
2025 · 1 citations
Provable Sample-Efficient Transfer Learning Conditional Diffusion Models via Representation Learning
2025 · 1 citations
Topics
Training & Sampling
Diffusion Models
Model-Based RL
stat.ML
Manipulation
Control
Locomotion
Adversarial ML
Vulnerability Detection
3D Vision