Junwei Su - RankMe

45 papers A* 7A 2Misc 1Journal 29Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Full-Graph vs. Mini-Batch Training: Comprehensive Analysis from a Batch Size and Fan-Out Size Perspective. CoRR Mengfan Liu, Da Zheng, Junwei Su, Chuan Wu
2026	J	`jnl`	GAC: Stabilizing Asynchronous RL Training for LLMs via Gradient Alignment Control. CoRR Haofeng Xu, Junwei Su, Yukun Tian, Lansong Diao, Zhengping Qian, Chuan Wu
2026	A	`conf`	HetAuto: Cross-Cluster Auto-Parallelism for Heterogeneous Distributed Training. EuroSys Guicheng Qi, Junwei Su, Liqi Yang, Tao Li, Tingwen Xie, Yerui Sun, Yuchen Xie, Chuan Wu
2026	J	`jnl`	The Role of Social Support and Influencers in Content Markets. ACM Trans. Economics and Comput. Junwei Su, Peter Marbach
2026	J	`jnl`	ToolSelf: Unifying Task Execution and Self-Reconfiguration via Tool-Driven Intrinsic Adaptation. CoRR Jingqi Zhou, Sheng Wang, DeZhao Deng, Junwen Lu, Junwei Su, Qintong Li, Jiahui Gao, Hao Wu, Jiyue Jiang, Lingpeng Kong, Chuan Wu
2026	J	`jnl`	When Do Multi-Agent Systems Outperform? Analysing the Learning Efficiency of Agentic Systems. CoRR Junwei Su, Chuan Wu
2025	A*	`conf`	A Non-Asymptotic Convergent Analysis for Scored-Based Graph Generative Model via a System of Stochastic Differential Equations. ICML Junwei Su, Chuan Wu
2025	J	`jnl`	A Non-Asymptotic Convergent Analysis for Scored-Based Graph Generative Model via a System of Stochastic Differential Equations. CoRR Junwei Su, Chuan Wu
2025	J	`jnl`	Artificial intelligence in drug discovery: A comprehensive review with a case study on hyperuricemia, gout arthritis, and hyperuricemic nephropathy. CoRR Junwei Su, Cheng Xin, Ao Shang, Shan Wu, Zhenzhen Xie, Ruogu Xiong, Xiaoyu Xu, Cheng Zhang, Guang Chen, Yau-Tuen Chan, Guoyi Tang, Ning Wang, Yong Xu, Yibin Feng
2025	J	`jnl`	Heta: Distributed Training of Heterogeneous Graph Neural Networks. Proc. VLDB Endow. Yuchen Zhong, Junwei Su, Chuan Wu, Minjie Wang
2025	J	`jnl`	Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey. CoRR Da Zheng, Lun Du, Junwei Su, Yuchen Tian, Yuqi Zhu, Jintian Zhang, Lanning Wei, Ningyu Zhang, Huajun Chen
2025	J	`jnl`	Learning under Quantization for High-Dimensional Linear Regression. CoRR Dechen Zhang, Junwei Su, Difan Zou
2025	A*	`conf`	On the Interplay between Graph Structure and Learning Algorithms in Graph Neural Networks. ICML Junwei Su, Chuan Wu
2025	J	`jnl`	On the Interplay between Graph Structure and Learning Algorithms in Graph Neural Networks. CoRR Junwei Su, Chuan Wu
2025	A*	`conf`	SBGD: Improving Graph Diffusion Generative Model via Stochastic Block Diffusion. ICML Junwei Su, Shan Wu
2025	J	`jnl`	SBGD: Improving Graph Diffusion Generative Model via Stochastic Block Diffusion. CoRR Junwei Su, Shan Wu
2025	A*	`conf`	Temporal-Aware Evaluation and Learning for Temporal Graph Neural Networks. AAAI Junwei Su, Shan Wu
2024	J	`jnl`	BG-HGNN: Toward Scalable and Efficient Heterogeneous Graph Neural Network. CoRR Junwei Su, Lingjun Mao, Chuan Wu
2024	A	`conf`	CDMPP: A Device-Model Agnostic Framework for Latency Prediction of Tensor Programs. EuroSys Hanpeng Hu, Junwei Su, Juntao Zhao, Yanghua Peng, Yibo Zhu, Haibin Lin, Chuan Wu
2024	—	`conf`	HEGformer: Representation Learning on Heterogeneous Graph Neural Network with Efficient Transformer. ICKG Tianzuo Qin, Junwei Su, Chuan Wu
2024	J	`jnl`	Heta: Distributed Training of Heterogeneous Graph Neural Networks. CoRR Yuchen Zhong, Junwei Su, Chuan Wu, Minjie Wang
2024	J	`jnl`	Improving Implicit Regularization of SGD with Preconditioning for Least Square Problems. CoRR Junwei Su, Difan Zou, Chuan Wu
2024	A*	`conf`	MSPipe: Efficient Temporal GNN Training via Staleness-Aware Pipeline. KDD Guangming Sheng, Junwei Su, Chao Huang, Chuan Wu
2024	J	`jnl`	MSPipe: Efficient Temporal GNN Training via Staleness-aware Pipeline. CoRR Guangming Sheng, Junwei Su, Chao Huang, Chuan Wu
2024	Misc	`conf`	MTRGL: Effective Temporal Correlation Discerning Through Multi-Modal Temporal Relational Graph Learning. ICASSP Junwei Su, Shan Wu, Jinhui Li
2024	J	`jnl`	MTRGL: Effective Temporal Correlation Discerning through Multi-modal Temporal Relational Graph Learning. CoRR Junwei Su, Shan Wu, Jinhui Li
2024	—	`conf`	On the Limitation and Experience Replay for GNNs in Continual Learning. CoLLAs Junwei Su, Difan Zou, Chuan Wu
2024	—	`conf`	On the Topology Awareness and Generalization Performance of Graph Neural Networks. ECCV (84) Junwei Su, Chuan Wu
2024	J	`jnl`	On the Topology Awareness and Generalization Performance of Graph Neural Networks. CoRR Junwei Su, Chuan Wu
2024	A*	`conf`	PRES: Toward Scalable Memory-Based Dynamic Graph Neural Networks. ICLR Junwei Su, Difan Zou, Chuan Wu
2024	J	`jnl`	PRES: Toward Scalable Memory-Based Dynamic Graph Neural Networks. CoRR Junwei Su, Difan Zou, Chuan Wu
2024	J	`jnl`	Temporal-Aware Evaluation and Learning for Temporal Graph Neural Networks. CoRR Junwei Su, Shan Wu
2024	J	`jnl`	The Role of Social Support and Influencers in Social Media Communities. CoRR Junwei Su, Peter Marbach
2024	J	`jnl`	Towards Robust Graph Incremental Learning on Evolving Graphs. CoRR Junwei Su, Difan Zou, Zijun Zhang, Chuan Wu
2023	J	`jnl`	CDMPP: A Device-Model Agnostic Framework for Latency Prediction of Tensor Programs. CoRR Hanpeng Hu, Junwei Su, Juntao Zhao, Yanghua Peng, Yibo Zhu, Haibin Lin, Chuan Wu
2023	J	`jnl`	Structural Properties of Core-periphery Communities. Adv. Complex Syst. Junwei Su, Peter Marbach
2023	A*	`conf`	Towards Robust Graph Incremental Learning on Evolving Graphs. ICML Junwei Su, Difan Zou, Zijun Zhang, Chuan Wu
2023	J	`jnl`	Towards Robust Inductive Graph Incremental Learning via Experience Replay. CoRR Junwei Su, Chuan Wu
2022	J	`jnl`	ABC: Aggregation before Communication, a Communication Reduction Framework for Distributed Graph Neural Network Training and Effective Partition. CoRR Junwei Su
2022	—	`conf`	Structure of Core-Periphery Communities. COMPLEX NETWORKS (2) Junwei Su, Peter Marbach
2022	J	`jnl`	Structure of Core-Periphery Communities. CoRR Junwei Su, Peter Marbach
2021	J	`jnl`	Numerical study on flow field and pollutant dispersion in an ideal street canyon within a real tree model at different wind velocities. Comput. Math. Appl. Le Wang, Junwei Su, Zhaolin Gu, Liyu Tang
2020	J	`jnl`	Deep Learning System to Screen Coronavirus Disease 2019 Pneumonia. CoRR Xiaowei Xu, Xiangao Jiang, Chunlian Ma, Peng Du, Xukun Li, Shuangzhi Lv, Liang Yu, Yanfei Chen, Junwei Su, Guanjing Lang, Yongtao Li, Hong Zhao, Kaijin Xu, Lingxiang Ruan, Wei Wu
2018	—	`conf`	A Systematic Method on PDF Privacy Leakage Issues. TrustCom/BigDataSE Yun Feng, Baoxu Liu, Xiang Cui, Chaoge Liu, Xuebin Kang, Junwei Su
2018	—	`conf`	Practical Metrics for Evaluating Anonymous Networks. SciSec Zhi Wang, Jinli Zhang, Qixu Liu, Xiang Cui, Junwei Su