Shuyue Hu

17 papers at tracked venues · 13 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×5 AAAI ×4 ICML ×2 IJCAI ×2 NeurIPS ×2 AAMAS ×1 EMNLP ×1

Frequent coauthors

Qiaosheng Zhang

×7

Lei Bai

×6

Zhen Wang

×6

Yiqun Zhang

×6

Peng Ye

×5

Chenxu Wang

×4

Hao Li

×4

Shi Feng

×3

Shengji Tang

×2

Bo Zhang

×2

Wanli Ouyang

×2

Chen Chu

×2

Papers

A Scalable Multi-LLM Collaboration System with Retrieval-based Selection and Exploration-Exploitation-Driven Enhancement
ACL 2026 ·
Shengji Tang
,
Jianjian Cao
,
Weihao Lin
,
Jiale Hong
,
Bo Zhang
, Shuyue Hu,
Lei Bai
,
Tao Chen
,
Wanli Ouyang
,
Peng Ye
Adaptive Theory of Mind for LLM-based Multi-Agent Coordination
AAAI 2026 ·
Chunjiang Mu
,
Ya Zeng
,
Qiaosheng Zhang
,
Kun Shao
,
Chen Chu
,
Hao Guo
,
Danyang Jia
,
Zhen Wang
, Shuyue Hu
Design First, Code Later: Aesthetically Pleasing Template-Free Slides Generation
ACL 2026 ·
Zhiyao Cui
,
Chenxu Wang
, Shuyue Hu,
Yiqun Zhang
,
Wenqi Shao
,
Qiaosheng Zhang
,
Zhen Wang
Do We Truly Need So Many Samples? Multi-LLM Repeated Sampling Efficiently Scales Test-Time Compute
AAAI 2026 ·
Jianhao Chen
,
Zishuo Xun
,
Bocheng Zhou
,
Han Qi
,
Hangfan Zhang
,
Qiaosheng Zhang
,
Yang Chen
,
Wei Hu
,
Yuzhong Qu
, Shuyue Hu
ICL-Router: In-Context Learned Model Representations for LLM Routing
AAAI 2026 ·
Chenxu Wang
,
Hao Li
,
Yiqun Zhang
,
Linyao Chen
,
Jianhao Chen
,
Ping Jian
,
Qiaosheng Zhang
, Shuyue Hu
LLMRouterBench: A Massive Benchmark and Unified Framework for LLM Routing
ACL 2026 ·
Hao Li
,
Yiqun Zhang
,
Zhaoyan Guo
,
Chenxu Wang
,
Shengji Tang
,
Qiaosheng Zhang
,
Yang Chen
,
Biqing Qi
,
Peng Ye
,
Lei Bai
,
Zhen Wang
, Shuyue Hu
MTRouter: Cost-Aware Multi-Turn LLM Routing with History-Model Joint Embeddings
ACL 2026 ·
Yiqun Zhang
,
Hao Li
,
Zihan Wang
,
Shi Feng
,
Xiaocui Yang
,
Daling Wang
,
Bo Zhang
,
Lei Bai
, Shuyue Hu
Nature-Inspired Population-Based Evolution of Large Language Models
ACL 2026 ·
Yiqun Zhang
,
Peng Ye
,
Xiaocui Yang
,
Shi Feng
,
Shufei Zhang
,
Lei Bai
,
Wanli Ouyang
, Shuyue Hu
The Avengers: A Routing Recipe for Collective Intelligence in Language Models
AAAI 2026 ·
Yiqun Zhang
,
Hao Li
,
Chenxu Wang
,
Linyao Chen
,
Qiaosheng Zhang
,
Peng Ye
,
Shi Feng
,
Xinrun Wang
,
Xu Jia
,
Lei Bai
, Shuyue Hu
Graph Attention is Not Always Beneficial: A Theoretical Analysis of Graph Attention Mechanisms via Contextual Stochastic Block Models
ICML 2025 ·
Zhongtian Ma
,
Qiaosheng Zhang
,
Bocheng Zhou
,
Yexin Zhang
, Shuyue Hu,
Zhen Wang
ReMA: Learning to Meta-Think for LLMs with Multi-agent Reinforcement Learning
NeurIPS 2025 ·
Ziyu Wan
,
Yunxiang Li
,
Xiaoyu Wen
,
Yan Song
,
Hanjing Wang
,
Linyi Yang
,
Mark Schmidt
,
Jun Wang
,
Weinan Zhang
, Shuyue Hu,
Ying Wen
Reinforcement Learning for Large Language Models via Group Preference Reward Shaping
EMNLP 2025 ·
Huaisheng Zhu
,
Siyuan Xu
,
Hangfan Zhang
,
Teng Xiao
,
Zhimeng Guo
,
Shijie Zhou
, Shuyue Hu,
Vasant G. Honavar
Scaling Physical Reasoning with the PHYSICS Dataset
NeurIPS 2025 ·
Shenghe Zheng
,
Qianjia Cheng
,
Junchi Yao
,
Mengsong Wu
,
Haonan He
,
Ning Ding
,
Yu Cheng
, Shuyue Hu,
Lei Bai
,
Dongzhan Zhou
,
Ganqu Cui
,
Peng Ye
A Successful Strategy for Multichannel Iterated Prisoner's Dilemma
IJCAI 2024 ·
Zhen Wang
,
Zhaoheng Cao
,
Juan Shi
,
Peican Zhu
, Shuyue Hu,
Chen Chu
Configurable Mirror Descent: Towards a Unification of Decision Making
ICML 2024 ·
Pengdeng Li
,
Shuxin Li
,
Chang Yang
,
Xinrun Wang
, Shuyue Hu,
Xiao Huang
,
Hau Chan
,
Bo An
Emergence of Social Norms in Generative Agent Societies: Principles and Architecture
IJCAI 2024 ·
Siyue Ren
,
Zhiyao Cui
,
Ruiqi Song
,
Zhen Wang
, Shuyue Hu
The Stochastic Evolutionary Dynamics of Softmax Policy Gradient in Games
AAMAS 2024 ·
Chin-wing Leung
, Shuyue Hu,
Ho-fung Leung