Wenqing Zheng

According to our database, Wenqing Zheng authored at least 22 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark.

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

CoRR, 2024

2023

Integrating the traffic science with representation learning for city-wide network congestion prediction.

Wenqing Zheng, Hao (Frank) Yang, Jiarui Cai, Peihao Wang, Xuan Jiang, Simon Shaolei Du, Yinhai Wang, Zhangyang Wang

Inf. Fusion, November, 2023

Bag of Tricks for Training Deeper Graph Neural Networks: A Comprehensive Benchmark Study.

Tianlong Chen, Kaixiong Zhou, Keyu Duan, Wenqing Zheng, Peihao Wang, Xia Hu, Zhangyang Wang

IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Graph Contrastive Learning: An Odyssey towards Generalizable, Scalable and Principled Representation Learning on Graphs.

Yan Han, Yuning You, Wenqing Zheng, Scott Hoang, Tianxin Wei, Majdi Hassan, Tianlong Chen, Ying Ding, Yang Shen, Zhangyang Wang

IEEE Data Eng. Bull., 2023

You Only Transfer What You Share: Intersection-Induced Graph Transfer Learning for Link Prediction.

Wenqing Zheng, Edward W. Huang, Nikhil Rao, Zhangyang Wang, Karthik Subbian

CoRR, 2023

Search Behavior Prediction: A Hypergraph Perspective.

Yan Han, Edward W. Huang, Wenqing Zheng, Nikhil Rao, Zhangyang Wang, Karthik Subbian

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation.

Wenqing Zheng, S. P. Sharan, Ajay Kumar Jaiswal, Kevin Wang, Yihan Xi, Dejia Xu, Zhangyang Wang

Proceedings of the International Conference on Machine Learning, 2023

2022

Scalable Perception-Action-Communication Loops With Convolutional and Graph Neural Networks.

Ting-Kuei Hu, Fernando Gama, Tianlong Chen, Wenqing Zheng, Zhangyang Wang, Alejandro Ribeiro, Brian M. Sadler

IEEE Trans. Signal Inf. Process. over Networks, 2022

Symbolic Visual Reinforcement Learning: A Scalable Framework with Object-Level Abstraction and Differentiable Expression Search.

Wenqing Zheng, S. P. Sharan, Zhiwen Fan, Kevin Wang, Yihan Xi, Zhangyang Wang

CoRR, 2022

Symbolic Distillation for Learned TCP Congestion Control.

S. P. Sharan, Wenqing Zheng, Kuo-Feng Hsu, Jiarong Xing, Ang Chen, Zhangyang Wang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking.

Keyu Duan, Zirui Liu, Peihao Wang, Wenqing Zheng, Kaixiong Zhou, Tianlong Chen, Xia Hu, Zhangyang Wang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Cold Brew: Distilling Graph Node Representations with Incomplete or Missing Neighborhoods.

Wenqing Zheng, Edward W. Huang, Nikhil Rao, Sumeet Katariya, Zhangyang Wang, Karthik Subbian

Proceedings of the Tenth International Conference on Learning Representations, 2022

Symbolic Learning to Optimize: Towards Interpretability and Scalability.

Wenqing Zheng, Tianlong Chen, Ting-Kuei Hu, Zhangyang Wang

Proceedings of the Tenth International Conference on Learning Representations, 2022

Anti-Oversmoothing in Deep Vision Transformers via the Fourier Domain Analysis: From Theory to Practice.

Peihao Wang, Wenqing Zheng, Tianlong Chen, Zhangyang Wang

Proceedings of the Tenth International Conference on Learning Representations, 2022

Structured Dropconnect for Uncertainty Inference in Image Classification.

Wenqing Zheng, Jiyang Xie, Xian Sun, Zhanyu Ma

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Balance Design of Production Line in Engine Assembly Workshop.

Wenqing Zheng, Siqi Zhang

Proceedings of the Asia Conference on Algorithms, Computing and Machine Learning, 2022

2021

Exploring the molecular basis of UG-rich RNA recognition by the human splicing factor TDP-43 using molecular dynamics simulation and free energy calculation.

Han Sun, Wei Chen, Lin Chen, Wenqing Zheng

J. Comput. Chem., 2021

Structured DropConnect for Uncertainty Inference in Image Classification.

Wenqing Zheng, Jiyang Xie, Weidong Liu, Zhanyu Ma

CoRR, 2021

Delayed Propagation Transformer: A Universal Computation Engine towards Practical Control in Cyber-Physical Systems.

Wenqing Zheng, Qiangqiang Guo, Hao Yang, Peihao Wang, Zhangyang Wang

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Web of Scholars: A Scholar Knowledge Graph.

Jiaying Liu, Jing Ren, Wenqing Zheng, Lianhua Chi, Ivan Lee, Feng Xia

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

2019

Blind Image Blur Assessment Based on Markov-Constrained FCM and Blur Entropy.

Yaqian Xu, Wenqing Zheng, Jingchen Qi, Qi Li

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Joint Position, Orientation AND Channel Estimation in Hybrid mmWAVE MIMO Systems.

Wenqing Zheng, Nuria González Prelcic

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019