Shaohan Huang

30 papers at tracked venues · 24 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×10 NeurIPS ×6 EMNLP ×5 ICLR ×4 AAAI ×2 ASE ×1 ICCV ×1 IROS ×1

Frequent coauthors

Furu Wei

×26

Xun Wu

×10

Li Dong

×8

Weiwei Deng

×7

Qi Zhang

×7

Feng Sun

×6

Lingjie Jiang

×5

Zihan Zhang

×5

Haizhen Huang

×5

Daixuan Cheng

×4

Wenhui Wang

×4

Shuming Ma

×4

Papers

Learning to Refine: Self-Refinement of Parallel Reasoning in LLMs
ACL 2026 ·
Qibin Wang
,
Pu Zhao
, Shaohan Huang,
Fangkai Yang
,
Lu Wang
,
Furu Wei
,
Qingwei Lin
,
Saravan Rajmohan
,
Dongmei Zhang
Reasoning with Exploration: An Entropy Perspective
AAAI 2026 ·
Daixuan Cheng
, Shaohan Huang,
Xuekai Zhu
,
Bo Dai
,
Xin Zhao
,
Zhenliang Zhang
,
Furu Wei
SPPO: Sequence-Level PPO for Long-Horizon Reasoning Tasks
ACL 2026 ·
Tianyi Wang
,
Yixia Li
,
Long Li
,
Yibiao Chen
, Shaohan Huang,
Yun Chen
,
Peng Li
,
Yang Liu
,
Guanhua Chen
Shorten After You're Right: Lazy Length Penalties for Reasoning RL
ACL 2026 ·
Danlong Yuan
,
Tian Xie
, Shaohan Huang,
Huishuai Zhang
,
Zhuocheng Gong
,
Chong Luo
,
Furu Wei
,
Dongyan Zhao
Towards Stable and Effective Reinforcement Learning for Mixture-of-Experts
ACL 2026 ·
Di Zhang
,
Xun Wu
, Shaohan Huang,
Lingjie Jiang
,
Yaru Hao
,
Li Dong
,
Zewen Chi
,
Zhifang Sui
,
Furu Wei
VFA: Empowering Multilingual MLLMs via Vision-Free Adaptation
ACL 2026 ·
Yixia Li
,
Yaqing Shi
,
Zhiwen Ruan
,
Dongdong Zhang
,
Lingjie Jiang
, Shaohan Huang,
Yun Chen
,
Guanhua Chen
,
Furu Wei
Context-DPO: Aligning Language Models for Context-Faithfulness
ACL 2025 ·
Baolong Bi
, Shaohan Huang,
Yiwei Wang
,
Tianchi Yang
,
Zihan Zhang
,
Haizhen Huang
,
Lingrui Mei
,
Junfeng Fang
,
Zehao Li
,
Furu Wei
,
Weiwei Deng
,
Feng Sun
,
Qi Zhang
,
Shenghua Liu
GeAR: Generation Augmented Retrieval
ACL 2025 ·
Haoyu Liu
, Shaohan Huang,
Jianfeng Liu
,
Yuefeng Zhan
,
Hao Sun
,
Weiwei Deng
,
Feng Sun
,
Furu Wei
,
Qi Zhang
LogMoE: Lightweight Expert Mixture for Cross-System Log Anomaly Detection
ASE 2025 ·
Jiaxing Qi
,
Zhongzhi Luan
, Shaohan Huang,
Carol J. Fung
,
Yuchen Wang
,
Aibin Wang
,
Hongyu Zhang
,
Hailong Yang
,
Depei Qian
NL2Lean: Translating Natural Language into Lean 4 through Multi-Aspect Reinforcement Learning
EMNLP 2025 ·
Yue Fang
, Shaohan Huang,
Xin Yu
,
Haizhen Huang
,
Zihan Zhang
,
Weiwei Deng
,
Furu Wei
,
Feng Sun
,
Qi Zhang
,
Zhi Jin
On Domain-Adaptive Post-Training for Multimodal Large Language Models
EMNLP 2025 ·
Daixuan Cheng
, Shaohan Huang,
Ziyu Zhu
,
Xintong Zhang
,
Xin Zhao
,
Zhongzhi Luan
,
Bo Dai
,
Zhenliang Zhang
Rethinking DPO-Style Diffusion Aligning Frameworks
ICCV 2025 ·
Xun Wu
, Shaohan Huang,
Lingjie Jiang
,
Furu Wei
Reward Reasoning Models
NeurIPS 2025 ·
Jiaxin Guo
,
Zewen Chi
,
Li Dong
,
Qingxiu Dong
,
Xun Wu
, Shaohan Huang,
Furu Wei
Textual Aesthetics in Large Language Models
EMNLP 2025 ·
Lingjie Jiang
, Shaohan Huang,
Xun Wu
,
Furu Wei
Think Only When You Need with Large Hybrid-Reasoning Models
NeurIPS 2025 ·
Lingjie Jiang
,
Xun Wu
, Shaohan Huang,
Qingxiu Dong
,
Zewen Chi
,
Li Dong
,
Xingxing Zhang
,
Tengchao Lv
,
Lei Cui
,
Furu Wei
Adapting Large Language Models via Reading Comprehension
ICLR 2024 ·
Daixuan Cheng
, Shaohan Huang,
Furu Wei
Boosting Text-to-Video Generative Model with MLLMs Feedback
NeurIPS 2024 ·
Xun Wu
, Shaohan Huang,
Guolong Wang
,
Jing Xiong
,
Furu Wei
Grounding Multimodal Large Language Models to the World
ICLR 2024 ·
Zhiliang Peng
,
Wenhui Wang
,
Li Dong
,
Yaru Hao
, Shaohan Huang,
Shuming Ma
,
Qixiang Ye
,
Furu Wei
HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition
ACL 2024 ·
Yuxuan Liu
,
Tianchi Yang
, Shaohan Huang,
Zihan Zhang
,
Haizhen Huang
,
Furu Wei
,
Weiwei Deng
,
Feng Sun
,
Qi Zhang
Instruction Pre-Training: Language Models are Supervised Multitask Learners
EMNLP 2024 ·
Daixuan Cheng
,
Yuxian Gu
, Shaohan Huang,
Junyu Bi
,
Minlie Huang
,
Furu Wei
KOSMOS-E : Learning to Follow Instruction for Robotic Grasping
IROS 2024 ·
Zhi Wang
,
Xun Wu
, Shaohan Huang,
Li Dong
,
Wenhui Wang
,
Shuming Ma
,
Furu Wei
Kosmos-G: Generating Images in Context with Multimodal Large Language Models
ICLR 2024 ·
Xichen Pan
,
Li Dong
, Shaohan Huang,
Zhiliang Peng
,
Wenhu Chen
,
Furu Wei
Mixture of LoRA Experts
ICLR 2024 ·
Xun Wu
, Shaohan Huang,
Furu Wei
Multi-Head Mixture-of-Experts
NeurIPS 2024 ·
Xun Wu
, Shaohan Huang,
Wenhui Wang
,
Shuming Ma
,
Li Dong
,
Furu Wei
Multimodal Large Language Models Make Text-to-Image Generative Models Align Better
NeurIPS 2024 ·
Xun Wu
, Shaohan Huang,
Guolong Wang
,
Jing Xiong
,
Furu Wei
ResLoRA: Identity Residual Mapping in Low-Rank Adaption
ACL 2024 ·
Shuhua Shi
, Shaohan Huang,
Minghui Song
,
Zhoujun Li
,
Zihan Zhang
,
Haizhen Huang
,
Furu Wei
,
Weiwei Deng
,
Feng Sun
,
Qi Zhang
Scaling Sentence Embeddings with Large Language Models
EMNLP 2024 ·
Ting Jiang
, Shaohan Huang,
Zhongzhi Luan
,
Deqing Wang
,
Fuzhen Zhuang
Se²: Sequential Example Selection for In-Context Learning
ACL 2024 ·
Haoyu Liu
,
Jianfeng Liu
, Shaohan Huang,
Yuefeng Zhan
,
Hao Sun
,
Weiwei Deng
,
Furu Wei
,
Qi Zhang
Text Diffusion with Reinforced Conditioning
AAAI 2024 ·
Yuxuan Liu
,
Tianchi Yang
, Shaohan Huang,
Zihan Zhang
,
Haizhen Huang
,
Furu Wei
,
Weiwei Deng
,
Feng Sun
,
Qi Zhang
You Only Cache Once: Decoder-Decoder Architectures for Language Models
NeurIPS 2024 ·
Yutao Sun
,
Li Dong
,
Yi Zhu
, Shaohan Huang,
Wenhui Wang
,
Shuming Ma
,
Quanlu Zhang
,
Jianyong Wang
,
Furu Wei