Junyu Luo

Peking University, Beijing, China

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

DBLP profile ↗ORCID 0009-0001-6894-1144 ↗Homepage ↗

Venues

ACL ×5 AAAI ×4 EMNLP ×3 ICML ×2 IJCAI ×2 NeurIPS ×2 SIGKDD ×2 ICDE ×1 NAACL ×1 WWW ×1

Frequent coauthors

Xiao Luo

×19

Ming Zhang

×18

Zhiping Xiao

×16

Wei Ju

×13

Yusheng Zhao

×7

Yifan Wang

×6

Jingyang Yuan

×5

Bohan Wu

×3

Weizhi Zhang

×3

Philip S. Yu

×3

Zhizhuo Kou

×3

Liming Yang

×2

Papers

A Survey of Reinforcement Learning for Large Language Models under Data Scarcity: Challenges and Solutions
ACL 2026 ·
Zhiyin Yu
,
Yuchen Mou
,
Juncheng Yan
, Junyu Luo,
Chunchun Chen
,
Xing Wei
,
Yunhui Liu
,
Hongru Sun
,
Yuxing Zhang
,
Jun Xu
,
Yatao Bian
,
Ming Zhang
,
Wei Ye
,
Tieke He
,
Jie Yang
,
Guanjie Zheng
,
Zhonghai Wu
,
Bo Zhang
,
Lei Bai
,
Xiao Luo
BAMAS: Structuring Budget-Aware Multi-Agent Systems
AAAI 2026 ·
Liming Yang
, Junyu Luo,
Xuanzhe Liu
,
Yiling Lou
,
Zhenpeng Chen
CogniTrust: Cognitive Memory-Driven Verifiable Supervision for Robust Hashing
AAAI 2026 ·
Yiyang Gu
,
Bohan Wu
,
Yifang Qin
,
Jiaru Tang
,
Rong-Cheng Tu
,
Zhiping Xiao
,
Taian Guo
, Junyu Luo,
Wei Ju
,
Xiao Luo
,
Dacheng Tao
,
Ming Zhang
DisCo: Diffusion-guided Unbiased Discriminative Learning for Unsupervised Graph Domain Adaptation
SIGKDD 2026 ·
Haodong Zhang
,
Tao Ren
,
Changhu Wang
,
Yifan Wang
,
Wei Ju
,
Huaizhi Tang
, Junyu Luo,
Zimo Wang
,
Ziyue Qiao
,
Xian-Sheng Hua
,
Xiao Luo
SciCustom: A Framework for Custom Evaluation of Scientific Capabilities in Large Language Models
ACL 2026 ·
Yiyang Gu
,
Junwei Yang
, Junyu Luo,
Ye Yuan
,
Bin Feng
,
Yingce Xia
,
Shufang Xie
,
Kaili Liu
,
Bohan Wu
,
Qi Shi
,
Haoran Li
,
Beier Xiao
,
Zhiping Xiao
,
Xiao Luo
,
Weizhi Zhang
,
Philip S. Yu
,
Zequn Liu
,
Ming Zhang
Space-based Parameter Evolving with Lightweight Optimization for Graph Adaptation to Evolving Shifts
WWW 2026 · Junyu Luo,
Zixuan Ouyang
,
Xiao Luo
,
Hourun Li
,
Zhiping Xiao
,
Yifan Wang
,
Ming Zhang
A Survey of RAG-Reasoning Systems in Large Language Models
EMNLP 2025 ·
Yangning Li
,
Weizhi Zhang
,
Yuyao Yang
,
Wei-Chieh Huang
,
Yaozu Wu
, Junyu Luo,
Yuanchen Bei
,
Henry Peng Zou
,
Xiao Luo
,
Yusheng Zhao
,
Chunkit Chan
,
Yankai Chen
,
Zhongfen Deng
,
Yinghui Li
,
Hai-Tao Zheng
,
Dongyuan Li
,
Renhe Jiang
,
Ming Zhang
,
Yangqiu Song
,
Philip S. Yu
A Survey on Efficient Large Language Model Training: From Data-centric Perspectives
ACL 2025 · Junyu Luo,
Bohan Wu
,
Xiao Luo
,
Zhiping Xiao
,
Yiqiao Jin
,
Rong-Cheng Tu
,
Nan Yin
,
Yifan Wang
,
Jingyang Yuan
,
Wei Ju
,
Ming Zhang
Attention Bootstrapping for Multi-Modal Test-Time Adaptation
AAAI 2025 ·
Yusheng Zhao
, Junyu Luo,
Xiao Luo
,
Jinsheng Huang
,
Jingyang Yuan
,
Zhiping Xiao
,
Ming Zhang
Automate Strategy Finding with LLM in Quant Investment
EMNLP 2025 ·
Zhizhuo Kou
,
Holam Yu
, Junyu Luo,
Jingshu Peng
,
Xujia Li
,
Chengzhong Liu
,
Juntao Dai
,
Lei Chen
,
Sirui Han
,
Yike Guo
Dual Prototype-Enhanced Contrastive Framework for Class-Imbalanced Graph Domain Adaptation
NeurIPS 2025 ·
Xin Ma
,
Yifan Wang
,
Siyu Yi
,
Wei Ju
, Junyu Luo,
Yusheng Zhao
,
Xiao Luo
,
Jiancheng Lv
FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation
ACL 2025 · Junyu Luo,
Zhizhuo Kou
,
Liming Yang
,
Xiao Luo
,
Jinsheng Huang
,
Zhiping Xiao
,
Jingshu Peng
,
Chengzhong Liu
,
Jiaming Ji
,
Xuanzhe Liu
,
Sirui Han
,
Ming Zhang
,
Yike Guo
Future Matters for Present: Towards Effective Physical Simulation over Meshes
SIGKDD 2025 ·
Xiao Luo
, Junyu Luo,
Huiyu Jiang
,
Hang Zhou
,
Zhiping Xiao
,
Wei Ju
,
Carl Ji Yang
,
Ming Zhang
,
Yizhou Sun
Multifaceted Evaluation of Audio-Visual Capability for MLLMs: Effectiveness, Efficiency, Generalizability and Robustness
EMNLP 2025 ·
Yusheng Zhao
,
Xiao Luo
, Junyu Luo,
Weizhi Zhang
,
Zhiping Xiao
,
Wei Ju
,
Philip S. Yu
,
Ming Zhang
Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention
ACL 2025 ·
Jingyang Yuan
,
Huazuo Gao
,
Damai Dai
, Junyu Luo,
Liang Zhao
,
Zhengyan Zhang
,
Zhenda Xie
,
Yuxing Wei
,
Lean Wang
,
Zhiping Xiao
,
Yuqing Wang
,
Chong Ruan
,
Ming Zhang
,
Wenfeng Liang
,
Wangding Zeng
Semi-supervised Fine-tuning for Large Language Models
NAACL 2025 · Junyu Luo,
Xiao Luo
,
Xiusi Chen
,
Zhiping Xiao
,
Wei Ju
,
Ming Zhang
Sparse Causal Discovery with Generative Intervention for Unsupervised Graph Domain Adaptation
ICML 2025 · Junyu Luo,
Yuhao Tang
,
Yiwei Fu
,
Xiao Luo
,
Zhizhuo Kou
,
Zhiping Xiao
,
Wei Ju
,
Wentao Zhang
,
Ming Zhang
TRACI: A Data-centric Approach for Multi-Domain Generalization on Graphs
AAAI 2025 ·
Yusheng Zhao
,
Changhu Wang
,
Xiao Luo
, Junyu Luo,
Wei Ju
,
Zhiping Xiao
,
Ming Zhang
Test-time Adaptation on Graphs via Adaptive Subgraph-based Selection and Regularized Prototypes
ICML 2025 ·
Yusheng Zhao
,
Qixin Zhang
,
Xiao Luo
, Junyu Luo,
Wei Ju
,
Zhiping Xiao
,
Ming Zhang
A Survey of Data-Efficient Graph Learning
IJCAI 2024 ·
Wei Ju
,
Siyu Yi
,
Yifan Wang
,
Qingqing Long
, Junyu Luo,
Zhiping Xiao
,
Ming Zhang
EGODE: An Event-attended Graph ODE Framework for Modeling Rigid Dynamics
NeurIPS 2024 ·
Jingyang Yuan
,
Gongbo Sun
,
Zhiping Xiao
,
Hang Zhou
,
Xiao Luo
, Junyu Luo,
Yusheng Zhao
,
Wei Ju
,
Ming Zhang
Multi- View Teacher with Curriculum Data Fusion for Robust Unsupervised Domain Adaptation
ICDE 2024 ·
Yuhao Tang
, Junyu Luo,
Ling Yang
,
Xiao Luo
,
Wentao Zhang
,
Bin Cui
Rank and Align: Towards Effective Source-free Graph Domain Adaptation
IJCAI 2024 · Junyu Luo,
Zhiping Xiao
,
Yifan Wang
,
Xiao Luo
,
Jingyang Yuan
,
Wei Ju
,
Langechuan Liu
,
Ming Zhang