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ORCIDJunyu Luo 0002
Person information
- affiliation: Peking University, Beijing, China
- affiliation (former): Beihang University, Institute of Artificial Intelligence, Beijing, China
Other persons with the same name
- Junyu Luo 0001
![[0000-0002-4897-7051]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-4897-7051")
— Sichuan University, Department of Computer Science, China (and 1 more) - Junyu Luo 0004 — National Institute of Biological Sciences, Beijing, China
- Junyu Luo 0005 — Huazhong University of Science and Technology, College of Life Science and Technology, Wuhan, China
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2020 – today
- 2025
[j3]Junyu Luo, Yusheng Zhao, Xiao Luo, Zhiping Xiao, Wei Ju, Li Shen, Dacheng Tao, Ming Zhang:
Cross-Domain Diffusion With Progressive Alignment for Efficient Adaptive Retrieval. IEEE Trans. Image Process. 34: 1820-1834 (2025)- [j2]Pengyun Wang, Yadi Cao, Chris Russell, Yanxin Shen, Junyu Luo, Ming Zhang, Siyu Heng, Xiao Luo:
DELTA: Dual Consistency Delving with Topological Uncertainty for Active Graph Domain Adaptation. Trans. Mach. Learn. Res. 2025 (2025) - [c16]Yusheng Zhao, Changhu Wang, Xiao Luo, Junyu Luo, Wei Ju, Zhiping Xiao, Ming Zhang:
TRACI: A Data-centric Approach for Multi-Domain Generalization on Graphs. AAAI 2025: 13401-13409 - [c15]Yusheng Zhao, Junyu Luo, Xiao Luo, Jinsheng Huang, Jingyang Yuan, Zhiping Xiao, Ming Zhang:
Attention Bootstrapping for Multi-Modal Test-Time Adaptation. AAAI 2025: 22849-22857 - [c14]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:
Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention. ACL (1) 2025: 23078-23097 - [c13]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:
FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation. ACL (1) 2025: 29465-29489 - [c12]Junyu Luo, Bohan Wu, Xiao Luo, Zhiping Xiao, Yiqiao Jin, Rong-Cheng Tu, Nan Yin, Yifan Wang, Jingyang Yuan, Wei Ju, Ming Zhang:
A Survey on Efficient Large Language Model Training: From Data-centric Perspectives. ACL (1) 2025: 30904-30920 - [c11]Xiao Luo, Junyu Luo, Huiyu Jiang, Hang Zhou, Zhiping Xiao, Wei Ju, Carl Ji Yang, Ming Zhang, Yizhou Sun:
Future Matters for Present: Towards Effective Physical Simulation over Meshes. KDD (1) 2025: 906-917 - [c10]Junyu Luo, Xiao Luo, Xiusi Chen, Zhiping Xiao, Wei Ju, Ming Zhang:
Semi-supervised Fine-tuning for Large Language Models. NAACL (Findings) 2025: 2795-2808 - [i23]Jingyang Yuan, Huazuo Gao, Damai Dai, Junyu Luo, Liang Zhao, Zhengyan Zhang, Zhenda Xie, Y. X. Wei, Lean Wang, Zhiping Xiao, Yuqing Wang, Chong Ruan, Ming Zhang, Wenfeng Liang, Wangding Zeng:
Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention. CoRR abs/2502.11089 (2025) - [i22]Yusheng Zhao, Junyu Luo, Xiao Luo, Jinsheng Huang, Jingyang Yuan, Zhiping Xiao, Ming Zhang:
Attention Bootstrapping for Multi-Modal Test-Time Adaptation. CoRR abs/2503.02221 (2025) - [i21]Junyu Luo, Weizhi Zhang, Ye Yuan, Yusheng Zhao, Junwei Yang, Yiyang Gu, Bohan Wu, Binqi Chen, Ziyue Qiao, Qingqing Long, Rongcheng Tu, Xiao Luo, Wei Ju, Zhiping Xiao, Yifan Wang, Meng Xiao, Chenwu Liu, Jingyang Yuan, Shichang Zhang, Yiqiao Jin, Fan Zhang, Xian Wu, Hanqing Zhao, Dacheng Tao, Philip S. Yu, Ming Zhang:
Large Language Model Agent: A Survey on Methodology, Applications and Challenges. CoRR abs/2503.21460 (2025) - [i20]Yusheng Zhao, Junyu Luo, Xiao Luo, Weizhi Zhang, Zhiping Xiao, Wei Ju, Philip S. Yu, Ming Zhang:
Multifaceted Evaluation of Audio-Visual Capability for MLLMs: Effectiveness, Efficiency, Generalizability and Robustness. CoRR abs/2504.16936 (2025) - [i19]Taian Guo, Haiyang Shen, Jinsheng Huang, Zhengyang Mao, Junyu Luo, Zhuoru Chen, Xuhui Liu, Bingyu Xia, Luchen Liu, Yun Ma, Ming Zhang:
MASS: Multi-Agent Simulation Scaling for Portfolio Construction. CoRR abs/2505.10278 (2025) - [i18]Junyu Luo, Yusheng Zhao, Xiao Luo, Zhiping Xiao, Wei Ju, Li Shen, Dacheng Tao, Ming Zhang:
Cross-Domain Diffusion with Progressive Alignment for Efficient Adaptive Retrieval. CoRR abs/2505.13907 (2025) - [i17]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:
FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation. CoRR abs/2505.24714 (2025) - [i16]Tian Lan, Yang-Hao Zhou, Zi-Ao Ma, Fanshu Sun, Rui-Qing Sun, Junyu Luo, Rong-Cheng Tu, Heyan Huang, Chen Xu, Zhijing Wu, Xian-Ling Mao:
A Survey of Automatic Evaluation Methods on Text, Visual and Speech Generations. CoRR abs/2506.10019 (2025) - [i15]Weizhi Zhang, Yangning Li, Yuanchen Bei, Junyu Luo, Guancheng Wan, Liangwei Yang, Chenxuan Xie, Yuyao Yang, Wei-Chieh Huang, Chunyu Miao, Henry Peng Zou, Xiao Luo, Yusheng Zhao, Yankai Chen, Chunkit Chan, Peilin Zhou, Xinyang Zhang, Chenwei Zhang, Jingbo Shang, Ming Zhang, Yangqiu Song, Irwin King, Philip S. Yu:
From Web Search towards Agentic Deep Research: Incentivizing Search with Reasoning Agents. CoRR abs/2506.18959 (2025) - [i14]Junyu Luo, Yuhao Tang, Yiwei Fu, Xiao Luo, Zhizhuo Kou, Zhiping Xiao, Wei Ju, Wentao Zhang, Ming Zhang:
Sparse Causal Discovery with Generative Intervention for Unsupervised Graph Domain Adaptation. CoRR abs/2507.07621 (2025) - [i13]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:
Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs. CoRR abs/2507.09477 (2025) - 2024
- [j1]Junyu Luo, Yiyang Gu, Xiao Luo, Wei Ju, Zhiping Xiao, Yusheng Zhao, Jingyang Yuan, Ming Zhang:
GALA: Graph Diffusion-Based Alignment With Jigsaw for Source-Free Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 9038-9051 (2024) - [c9]Yuhao Tang, Junyu Luo, Ling Yang, Xiao Luo, Wentao Zhang, Bin Cui:
Multi- View Teacher with Curriculum Data Fusion for Robust Unsupervised Domain Adaptation. ICDE 2024: 2598-2611 - [c8]Junyu Luo, Zhiping Xiao, Yifan Wang, Xiao Luo, Jingyang Yuan, Wei Ju, Langechuan Liu, Ming Zhang:
Rank and Align: Towards Effective Source-free Graph Domain Adaptation. IJCAI 2024: 4706-4714 - [c7]Wei Ju, Siyu Yi, Yifan Wang, Qingqing Long, Junyu Luo, Zhiping Xiao, Ming Zhang:
A Survey of Data-Efficient Graph Learning. IJCAI 2024: 8104-8113 - [c6]Jingyang Yuan, Gongbo Sun, Zhiping Xiao, Hang Zhou, Xiao Luo, Junyu Luo, Yusheng Zhao, Wei Ju, Ming Zhang:
EGODE: An Event-attended Graph ODE Framework for Modeling Rigid Dynamics. NeurIPS 2024 - [i12]Wei Ju, Siyu Yi, Yifan Wang, Qingqing Long, Junyu Luo, Zhiping Xiao, Ming Zhang:
A Survey of Data-Efficient Graph Learning. CoRR abs/2402.00447 (2024) - [i11]Wei Ju, Yifan Wang, Yifang Qin, Zhengyang Mao, Zhiping Xiao, Junyu Luo, Junwei Yang, Yiyang Gu, Dongjie Wang, Qingqing Long, Siyu Yi, Xiao Luo, Ming Zhang:
Towards Graph Contrastive Learning: A Survey and Beyond. CoRR abs/2405.11868 (2024) - [i10]Pengyun Wang, Junyu Luo, Yanxin Shen, Siyu Heng, Xiao Luo:
A Comprehensive Graph Pooling Benchmark: Effectiveness, Robustness and Generalizability. CoRR abs/2406.09031 (2024) - [i9]Junyu Luo, Zhiping Xiao, Yifan Wang, Xiao Luo, Jingyang Yuan, Wei Ju, Langechuan Liu, Ming Zhang:
Rank and Align: Towards Effective Source-free Graph Domain Adaptation. CoRR abs/2408.12185 (2024) - [i8]Pengyun Wang, Yadi Cao, Chris Russell, Siyu Heng, Junyu Luo, Yanxin Shen, Xiao Luo:
DELTA: Dual Consistency Delving with Topological Uncertainty for Active Graph Domain Adaptation. CoRR abs/2409.08946 (2024) - [i7]Junyu Luo, Xiao Luo, Xiusi Chen, Zhiping Xiao, Wei Ju, Ming Zhang:
SemiEvol: Semi-supervised Fine-tuning for LLM Adaptation. CoRR abs/2410.14745 (2024) - [i6]Junyu Luo, Yiyang Gu, Xiao Luo, Wei Ju, Zhiping Xiao, Yusheng Zhao, Jingyang Yuan, Ming Zhang:
GALA: Graph Diffusion-based Alignment with Jigsaw for Source-free Domain Adaptation. CoRR abs/2410.16606 (2024) - [i5]Junyu Luo, Xiao Luo, Kaize Ding, Jingyang Yuan, Zhiping Xiao, Ming Zhang:
RobustFT: Robust Supervised Fine-tuning for Large Language Models under Noisy Response. CoRR abs/2412.14922 (2024) - 2022
- [c5]Junyu Luo, Jiahui Fu, Xianghao Kong, Chen Gao, Haibing Ren, Hao Shen, Huaxia Xia, Si Liu:
3D-SPS: Single-Stage 3D Visual Grounding via Referred Point Progressive Selection. CVPR 2022: 16433-16442 - [i4]Junyu Luo, Jiahui Fu, Xianghao Kong, Chen Gao, Haibing Ren, Hao Shen, Huaxia Xia, Si Liu:
3D-SPS: Single-Stage 3D Visual Grounding via Referred Point Progressive Selection. CoRR abs/2204.06272 (2022) - 2021
- [c4]Junyu Luo, Jianlei Yang, Xucheng Ye, Xin Guo, Weisheng Zhao:
FedSkel: Efficient Federated Learning on Heterogeneous Systems with Skeleton Gradients Update. CIKM 2021: 3283-3287 - [c3]Dailan He, Yusheng Zhao, Junyu Luo, Tianrui Hui, Shaofei Huang, Aixi Zhang, Si Liu:
TransRefer3D: Entity-and-Relation Aware Transformer for Fine-Grained 3D Visual Grounding. ACM Multimedia 2021: 2344-2352 - [i3]Dailan He, Yusheng Zhao, Junyu Luo, Tianrui Hui, Shaofei Huang, Aixi Zhang, Si Liu:
TransRefer3D: Entity-and-Relation Aware Transformer for Fine-Grained 3D Visual Grounding. CoRR abs/2108.02388 (2021) - [i2]Junyu Luo, Jianlei Yang, Xucheng Ye, Xin Guo, Weisheng Zhao:
FedSkel: Efficient Federated Learning on Heterogeneous Systems with Skeleton Gradients Update. CoRR abs/2108.09081 (2021) - 2020
- [c2]Pengcheng Dai, Jianlei Yang, Xucheng Ye, Xingzhou Cheng, Junyu Luo, Linghao Song, Yiran Chen, Weisheng Zhao:
SparseTrain: Exploiting Dataflow Sparsity for Efficient Convolutional Neural Networks Training. DAC 2020: 1-6 - [c1]Xucheng Ye, Pengcheng Dai, Junyu Luo, Xin Guo, Yingjie Qi, Jianlei Yang, Yiran Chen:
Accelerating CNN Training by Pruning Activation Gradients. ECCV (25) 2020: 322-338 - [i1]Pengcheng Dai, Jianlei Yang, Xucheng Ye, Xingzhou Cheng, Junyu Luo, Linghao Song, Yiran Chen, Weisheng Zhao:
SparseTrain: Exploiting Dataflow Sparsity for Efficient Convolutional Neural Networks Training. CoRR abs/2007.13595 (2020)
Coauthor Index
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