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Renqing He — most-cited papers & profile · Large Language Models
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Renqing He
6
papers ·
0
citations ·
10
h-index
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Most-cited papers
AuRA: Internalizing Audio Understanding into LLMs as LoRA
2026
Hidden States Know Where Reasoning Diverges: Credit Assignment via Span-Level Wasserstein Distance
2026
Silence the Judge: Reinforcement Learning with Self-Verifier via Latent Geometric Clustering
2026
Efficient Paths and Dense Rewards: Probabilistic Flow Reasoning for Large Language Models
2026
GeoRA: Geometry-Aware Low-Rank Adaptation for RLVR
2026
From Absolute to Relative: Rethinking Reward Shaping in Group-Based Reinforcement Learning
2026
Topics
Model-Based RL
Policy Gradient
RLHF & Alignment
Audio Understanding
Multimodal Audio
Audio Generation
Speech Recognition
Value-Based
Evaluation
Benchmarks