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Heng Huang — most-cited papers & profile · AI for Science
← authors
·
overview
Heng Huang
13
papers ·
18
citations ·
74
h-index
Chongqing University · University of Pittsburgh · Chengdu University of Technology · Ocean University of China · University of Maryland, College Park · Hainan Tropical Ocean University
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Most-cited papers
Towards Green AI In Fine-tuning Large Language Models Via Adaptive Backpropagation
2023 · 18 citations
Learning from Self-Debate: Preparing Reasoning Models for Multi-Agent Debate
2026
GenFlowRL: Shaping Rewards with Generative Object-Centric Flow in Visual Reinforcement Learning
2025
Towards Optimal Multi-draft Speculative Decoding
2025
Learning to Reason via Mixture-of-Thought for Logical Reasoning
2025
Parallel-R1: Towards Parallel Thinking via Reinforcement Learning
2025
ARGUS: Hallucination And Omission Evaluation In Video-llms
2025
Aestest: Measuring Aesthetic Intelligence From Perception To Production
2025
Cryogenic Control And Readout Integrated Circuits For Solid-state Quantum Computing
2024
Desirable Companion for Vertical Federated Learning: New Zeroth-Order Gradient Based Algorithm
2022
Communication-Efficient Robust Federated Learning with Noisy Labels
2022
ODIN: Disentangled Reward Mitigates Hacking in RLHF
2024
LLaVA-Critic: Learning to Evaluate Multimodal Models
2024
Topics
Training Techniques
Reinforcement Learning
Model Architecture
Fine-Tuning
Efficiency
In-Context Learning
Benchmarks
Federated Learning
Communication
Evaluation