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Eric P. Xing — most-cited papers & profile · Multimodal
← authors
·
overview
Eric P. Xing
22
papers ·
756
citations ·
97
h-index
Washington University in St. Louis · Mohamed bin Zayed University of Artificial Intelligence · Carnegie Mellon University
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Most-cited papers
Deep Variation-structured Reinforcement Learning for Visual Relationship and Attribute Detection
2017 · 245 citations
Toward Controlled Generation of Text
2017 · 149 citations
RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning
2022 · 146 citations
Stochastic Variational Deep Kernel Learning
2016 · 105 citations
On Unifying Deep Generative Models
2017 · 75 citations
Efficient (Soft) Q-Learning for Text Generation with Limited Good Data
2021 · 14 citations
Improving GAN Training with Probability Ratio Clipping and Sample Reweighting
2020 · 10 citations
Medical Diagnosis From Laboratory Tests by Combining Generative and Discriminative Learning
2017 · 9 citations
Contextualized Policy Recovery: Modeling and Interpreting Medical Decisions with Adaptive Imitation Learning
2023 · 2 citations
Federated Learning as Variational Inference: A Scalable Expectation Propagation Approach
2023 · 1 citations
Efficient Agentic Reasoning Through Self-Regulated Simulative Planning
2026
Uniform Diffusion Models Revisited: Leave-One-Out Denoiser and Absorbing State Reformulation
2026
CocoaBench: Evaluating Unified Digital Agents in the Wild
2026
PAN: A World Model for General, Interactable, and Long-Horizon World Simulation
2025
Revisiting Reinforcement Learning for LLM Reasoning from A Cross-Domain Perspective
2025
Topics
Training & Sampling
Model-Based RL
Value-Based
GANs
Policy Gradient
Diffusion Models
RLHF & Alignment
Meta-RL
Federated Learning
Optimization