Wenqing Zheng

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 35

Top Topics

Network Congestion

Top Venues

Publications

Yihua Zhang, Pingzhi Li, Junyuan Hong, Jiaxiang Li, Yimeng Zhang, Wenqing Zheng, Pin-Yu Chen, Jason D. Lee, Wotao Yin, Mingyi Hong, Zhangyang Wang, Sijia Liu, Tianlong Chen
Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark. CoRR (2024)
Jinao Zhang, Xinyuan Lu, Wenqing Zheng, Xuelin Wang
It's better than nothing: The influence of service failures on user reusage intention in AI chatbot. Electron. Commer. Res. Appl. 67 (2024)
Tianlong Chen, Kaixiong Zhou, Keyu Duan, Wenqing Zheng, Peihao Wang, Xia Hu, Zhangyang Wang
Bag of Tricks for Training Deeper Graph Neural Networks: A Comprehensive Benchmark Study. IEEE Trans. Pattern Anal. Mach. Intell. 45 (3) (2023)
Wenqing Zheng, Hao (Frank) Yang, Jiarui Cai, Peihao Wang, Xuan Jiang, Simon Shaolei Du, Yinhai Wang, Zhangyang Wang
Integrating the traffic science with representation learning for city-wide network congestion prediction. Inf. Fusion 99 (2023)
Wenqing Zheng, S. P. Sharan, Ajay Kumar Jaiswal, Kevin Wang, Yihan Xi, Dejia Xu, Zhangyang Wang
Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation. ICML (2023)
Yan Han, Edward W. Huang, Wenqing Zheng, Nikhil Rao, Zhangyang Wang, Karthik Subbian
Search Behavior Prediction: A Hypergraph Perspective. WSDM (2023)
Yan Han, Yuning You, Wenqing Zheng, Scott Hoang, Tianxin Wei, Majdi Hassan, Tianlong Chen, Ying Ding, Yang Shen, Zhangyang Wang
Graph Contrastive Learning: An Odyssey towards Generalizable, Scalable and Principled Representation Learning on Graphs. IEEE Data Eng. Bull. 46 (2) (2023)
Wenqing Zheng, S. P. Sharan, Ajay Kumar Jaiswal, Kevin Wang, Yihan Xi, Dejia Xu, Zhangyang Wang
Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation. CoRR (2023)
Wenqing Zheng, Edward W. Huang, Nikhil Rao, Zhangyang Wang, Karthik Subbian
You Only Transfer What You Share: Intersection-Induced Graph Transfer Learning for Link Prediction. Trans. Mach. Learn. Res. 2023 (2023)
Wenqing Zheng, Edward W. Huang, Nikhil Rao, Zhangyang Wang, Karthik Subbian
You Only Transfer What You Share: Intersection-Induced Graph Transfer Learning for Link Prediction. CoRR (2023)
S. P. Sharan, Wenqing Zheng, Kuo-Feng Hsu, Jiarong Xing, Ang Chen, Zhangyang Wang
Symbolic Distillation for Learned TCP Congestion Control. CoRR (2022)
S. P. Sharan, Wenqing Zheng, Kuo-Feng Hsu, Jiarong Xing, Ang Chen, Zhangyang Wang
Symbolic Distillation for Learned TCP Congestion Control. NeurIPS (2022)
Wenqing Zheng, Tianlong Chen, Ting-Kuei Hu, Zhangyang Wang
Symbolic Learning to Optimize: Towards Interpretability and Scalability. CoRR (2022)
Keyu Duan, Zirui Liu, Peihao Wang, Wenqing Zheng, Kaixiong Zhou, Tianlong Chen, Xia Hu, Zhangyang Wang
A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking. CoRR (2022)
Yan Han, Edward W. Huang, Wenqing Zheng, Nikhil Rao, Zhangyang Wang, Karthik Subbian
Search Behavior Prediction: A Hypergraph Perspective. CoRR (2022)
Peihao Wang, Wenqing Zheng, Tianlong Chen, Zhangyang Wang
Anti-Oversmoothing in Deep Vision Transformers via the Fourier Domain Analysis: From Theory to Practice. ICLR (2022)
Keyu Duan, Zirui Liu, Peihao Wang, Wenqing Zheng, Kaixiong Zhou, Tianlong Chen, Xia Hu, Zhangyang Wang
A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking. NeurIPS (2022)
Jiaying Liu, Jing Ren, Wenqing Zheng, Lianhua Chi, Ivan Lee, Feng Xia
Web of Scholars: A Scholar Knowledge Graph. CoRR (2022)
Ting-Kuei Hu, Fernando Gama, Tianlong Chen, Wenqing Zheng, Zhangyang Wang, Alejandro Ribeiro, Brian M. Sadler
Scalable Perception-Action-Communication Loops With Convolutional and Graph Neural Networks. IEEE Trans. Signal Inf. Process. over Networks 8 (2022)
Wenqing Zheng, Edward W. Huang, Nikhil Rao, Sumeet Katariya, Zhangyang Wang, Karthik Subbian
Cold Brew: Distilling Graph Node Representations with Incomplete or Missing Neighborhoods. ICLR (2022)
Wenqing Zheng, S. P. Sharan, Zhiwen Fan, Kevin Wang, Yihan Xi, Zhangyang Wang
Symbolic Visual Reinforcement Learning: A Scalable Framework with Object-Level Abstraction and Differentiable Expression Search. CoRR (2022)
Peihao Wang, Wenqing Zheng, Tianlong Chen, Zhangyang Wang
Anti-Oversmoothing in Deep Vision Transformers via the Fourier Domain Analysis: From Theory to Practice. CoRR (2022)
Wenqing Zheng, Siqi Zhang
Balance Design of Production Line in Engine Assembly Workshop. CACML (2022)
Wenqing Zheng, Jiyang Xie, Xian Sun, Zhanyu Ma
Structured Dropconnect for Uncertainty Inference in Image Classification. ICIP (2022)
Wenqing Zheng, Tianlong Chen, Ting-Kuei Hu, Zhangyang Wang
Symbolic Learning to Optimize: Towards Interpretability and Scalability. ICLR (2022)
Wenqing Zheng, Edward W. Huang, Nikhil Rao, Sumeet Katariya, Zhangyang Wang, Karthik Subbian
Cold Brew: Distilling Graph Node Representations with Incomplete or Missing Neighborhoods. CoRR (2021)
Ting-Kuei Hu, Fernando Gama, Tianlong Chen, Wenqing Zheng, Zhangyang Wang, Alejandro Ribeiro, Brian M. Sadler
Scalable Perception-Action-Communication Loops with Convolutional and Graph Neural Networks. CoRR (2021)
Wenqing Zheng, Qiangqiang Guo, Hao Yang, Peihao Wang, Zhangyang Wang
Delayed Propagation Transformer: A Universal Computation Engine towards Practical Control in Cyber-Physical Systems. NeurIPS (2021)
Tianlong Chen, Kaixiong Zhou, Keyu Duan, Wenqing Zheng, Peihao Wang, Xia Hu, Zhangyang Wang
Bag of Tricks for Training Deeper Graph Neural Networks: A Comprehensive Benchmark Study. CoRR (2021)
Wenqing Zheng, Jiyang Xie, Weidong Liu, Zhanyu Ma
Structured DropConnect for Uncertainty Inference in Image Classification. CoRR (2021)
Wenqing Zheng, Qiangqiang Guo, Hao Yang, Peihao Wang, Zhangyang Wang
Delayed Propagation Transformer: A Universal Computation Engine towards Practical Control in Cyber-Physical Systems. CoRR (2021)
Han Sun, Wei Chen, Lin Chen, Wenqing Zheng
Exploring the molecular basis of UG-rich RNA recognition by the human splicing factor TDP-43 using molecular dynamics simulation and free energy calculation. J. Comput. Chem. 42 (23) (2021)
Jiaying Liu, Jing Ren, Wenqing Zheng, Lianhua Chi, Ivan Lee, Feng Xia
Web of Scholars: A Scholar Knowledge Graph. SIGIR (2020)
Wenqing Zheng, Nuria González Prelcic
Joint Position, Orientation AND Channel Estimation in Hybrid mmWAVE MIMO Systems. ACSSC (2019)
Yaqian Xu, Wenqing Zheng, Jingchen Qi, Qi Li
Blind Image Blur Assessment Based on Markov-Constrained FCM and Blur Entropy. ICIP (2019)