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David W. Zhang — most-cited papers & profile · Generative Models
← authors
·
overview
David W. Zhang
6
papers ·
22
citations ·
10
h-index
Fudan University · Shanghai Innovative Research Center of Traditional Chinese Medicine · Shanghai Fudan Microelectronics (China)
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Most-cited papers
RL-finetuning LLMs from on- and off-policy data with a single algorithm
2025 · 13 citations
Soft Policy Optimization: Online Off-Policy RL for Sequence Models
2025 · 8 citations
CodeIt: Self-Improving Language Models with Prioritized Hindsight Replay
2024 · 1 citations
RL-finetuning LLMs from on- and off-policy data with a single algorithm
2025
Graph Neural Networks for Learning Equivariant Representations of Neural Networks
2024
Ada-HGNN: Adaptive Sampling for Scalable Hypergraph Neural Networks
2024
Topics
Policy Gradient
Offline RL
cs.LG
RLHF & Alignment
Model-Based RL
Exploration
Fine-Tuning
Reinforcement Learning
RAG
Code Models