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Chengsong Huang — most-cited papers & profile · Large Language Models
← authors
·
overview
Chengsong Huang
12
papers ·
116
citations ·
0
h-index
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Most-cited papers
Nonsense Helps: Prompt Space Perturbation Broadens Reasoning Exploration
2026
POSS: Position Specialist Generates Better Draft for Speculative Decoding
2025
CrossWordBench: Evaluating the Reasoning Capabilities of LLMs and LVLMs with Controllable Puzzle Generation
2025
POSS: Position Specialist Generates Better Draft for Speculative Decoding
2025
R-Zero: Self-Evolving Reasoning LLM from Zero Data
2025
Parallel-R1: Towards Parallel Thinking via Reinforcement Learning
2025
Guided Self-Evolving LLMs with Minimal Human Supervision
2025
Taming Overconfidence in LLMs: Reward Calibration in RLHF
2024
Top co-authors
Jiaxin Huang
· 6
Jixuan Leng
· 4
Langlin Huang
· 4
Dong Yu
· 3
Wenhao Yu
· 3
Di Huang
· 2
Haitao Mi
· 2
Hongming Zhang
· 2
Xiaoyang Wang
· 2
Banghua Zhu
· 1
Bill Yuchen Lin
· 1
Donghong Cai
· 1
Topics
Training Techniques
Reinforcement Learning
Efficiency
RAG
Fine-Tuning
Model Architecture
Large
Models
constraints
In-Context Learning