Wenqing Zheng

44 papers A* 9A 1B 2Misc 1Journal 28Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
A unified graph-based approach for protein function prediction using AlphaFold structures and sequence features.
Comput. Biol. Chem.
Thi-Tuyen Nguyen, Wenqing Zheng, Van-Nui Nguyen, Nguyen Quoc Khanh Le, Matthew Chin Heng Chua
2026 — conf
GRAVITY: A Framework for Personalized Text Generation via Profile-Grounded Synthetic Preferences.
EACL (Volume 1: Long Papers)
Priyanka Dey, Daniele Rosa, Wenqing Zheng, Daniel Barcklow, Jieyu Zhao, Emilio Ferrara
2026 J jnl
Revisiting RAG Retrievers: An Information Theoretic Benchmark.
CoRR
Wenqing Zheng, Dmitri Kalaev, Noah Fatsi, Daniel Barcklow, Owen Reinert, Igor Melnyk, Senthil Kumar, C. Bayan Bruss
2025 J jnl
Explain What You Mean: Intent Augmented Knowledge Graph Recommender Built With An LLM.
CoRR
Wenqing Zheng, Noah Fatsi, Daniel Barcklow, Dmitri Kalaev, Steven Yao, Owen Reinert, C. Bayan Bruss, Daniele Rosa
2025 J jnl
GRAVITY: A Framework for Personalized Text Generation via Profile-Grounded Synthetic Preferences.
CoRR
Priyanka Dey, Daniele Rosa, Wenqing Zheng, Daniel Barcklow, Jieyu Zhao, Emilio Ferrara
2025 J jnl
LLM-Powered Text-Attributed Graph Anomaly Detection via Retrieval-Augmented Reasoning.
CoRR
Haoyan Xu, Ruizhi Qian, Zhengtao Yao, Ziyi Liu, Li Li, Yuqi Li, Yanshu Li, Wenqing Zheng, Daniele Rosa, Daniel Barcklow, Senthil Kumar, Jieyu Zhao, Yue Zhao
2025 J jnl
Symbolic Visual Reinforcement Learning: A Scalable Framework With Object-Level Abstraction and Differentiable Expression Search.
IEEE Trans. Pattern Anal. Mach. Intell.
Wenqing Zheng, S. P. Sharan, Zhiwen Fan, Kevin Wang, Yihan Xi, Zhangyang Wang
2024 — conf
Distributed UAV Beamforming Using Graph Recurrent Neural Networks.
SAM
Wenqing Zheng, Brian M. Sadler, Fernando Gama, Tianlong Chen
2024 J jnl
It's better than nothing: The influence of service failures on user reusage intention in AI chatbot.
Electron. Commer. Res. Appl.
Jinao Zhang, Xinyuan Lu, Wenqing Zheng, Xuelin Wang
2024 A* conf
Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark.
ICML
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
2024 J jnl
Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark.
CoRR
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
2023 J jnl
Bag of Tricks for Training Deeper Graph Neural Networks: A Comprehensive Benchmark Study.
IEEE Trans. Pattern Anal. Mach. Intell.
Tianlong Chen, Kaixiong Zhou, Keyu Duan, Wenqing Zheng, Peihao Wang, Xia Hu, Zhangyang Wang
2023 J jnl
Graph Contrastive Learning: An Odyssey towards Generalizable, Scalable and Principled Representation Learning on Graphs.
IEEE Data Eng. Bull.
Yan Han, Yuning You, Wenqing Zheng, Scott Hoang, Tianxin Wei, Majdi Hassan, Tianlong Chen, Ying Ding, Yang Shen, Zhangyang Wang
2023 J jnl
Integrating the traffic science with representation learning for city-wide network congestion prediction.
Inf. Fusion
Wenqing Zheng, Hao (Frank) Yang, Jiarui Cai, Peihao Wang, Xuan Jiang, Simon Shaolei Du, Yinhai Wang, Zhangyang Wang
2023 A* conf
Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation.
ICML
Wenqing Zheng, S. P. Sharan, Ajay Kumar Jaiswal, Kevin Wang, Yihan Xi, Dejia Xu, Zhangyang Wang
2023 J jnl
Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation.
CoRR
Wenqing Zheng, S. P. Sharan, Ajay Kumar Jaiswal, Kevin Wang, Yihan Xi, Dejia Xu, Zhangyang Wang
2023 A conf
Search Behavior Prediction: A Hypergraph Perspective.
WSDM
Yan Han, Edward W. Huang, Wenqing Zheng, Nikhil Rao, Zhangyang Wang, Karthik Subbian
2023 J jnl
You Only Transfer What You Share: Intersection-Induced Graph Transfer Learning for Link Prediction.
CoRR
Wenqing Zheng, Edward W. Huang, Nikhil Rao, Zhangyang Wang, Karthik Subbian
2023 J jnl
You Only Transfer What You Share: Intersection-Induced Graph Transfer Learning for Link Prediction.
Trans. Mach. Learn. Res.
Wenqing Zheng, Edward W. Huang, Nikhil Rao, Zhangyang Wang, Karthik Subbian
2022 A* conf
A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking.
NeurIPS
Keyu Duan, Zirui Liu, Peihao Wang, Wenqing Zheng, Kaixiong Zhou, Tianlong Chen, Xia Hu, Zhangyang Wang
2022 J jnl
A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking.
CoRR
Keyu Duan, Zirui Liu, Peihao Wang, Wenqing Zheng, Kaixiong Zhou, Tianlong Chen, Xia Hu, Zhangyang Wang
2022 A* conf
Anti-Oversmoothing in Deep Vision Transformers via the Fourier Domain Analysis: From Theory to Practice.
ICLR
Peihao Wang, Wenqing Zheng, Tianlong Chen, Zhangyang Wang
2022 J jnl
Anti-Oversmoothing in Deep Vision Transformers via the Fourier Domain Analysis: From Theory to Practice.
CoRR
Peihao Wang, Wenqing Zheng, Tianlong Chen, Zhangyang Wang
2022 — conf
Balance Design of Production Line in Engine Assembly Workshop.
CACML
Wenqing Zheng, Siqi Zhang
2022 A* conf
Cold Brew: Distilling Graph Node Representations with Incomplete or Missing Neighborhoods.
ICLR
Wenqing Zheng, Edward W. Huang, Nikhil Rao, Sumeet Katariya, Zhangyang Wang, Karthik Subbian
2022 J jnl
Scalable Perception-Action-Communication Loops With Convolutional and Graph Neural Networks.
IEEE Trans. Signal Inf. Process. over Networks
Ting-Kuei Hu, Fernando Gama, Tianlong Chen, Wenqing Zheng, Zhangyang Wang, Alejandro Ribeiro, Brian M. Sadler
2022 J jnl
Search Behavior Prediction: A Hypergraph Perspective.
CoRR
Yan Han, Edward W. Huang, Wenqing Zheng, Nikhil Rao, Zhangyang Wang, Karthik Subbian
2022 B conf
Structured Dropconnect for Uncertainty Inference in Image Classification.
ICIP
Wenqing Zheng, Jiyang Xie, Xian Sun, Zhanyu Ma
2022 A* conf
Symbolic Distillation for Learned TCP Congestion Control.
NeurIPS
S. P. Sharan, Wenqing Zheng, Kuo-Feng Hsu, Jiarong Xing, Ang Chen, Zhangyang Wang
2022 J jnl
Symbolic Distillation for Learned TCP Congestion Control.
CoRR
S. P. Sharan, Wenqing Zheng, Kuo-Feng Hsu, Jiarong Xing, Ang Chen, Zhangyang Wang
2022 A* conf
Symbolic Learning to Optimize: Towards Interpretability and Scalability.
ICLR
Wenqing Zheng, Tianlong Chen, Ting-Kuei Hu, Zhangyang Wang
2022 J jnl
Symbolic Learning to Optimize: Towards Interpretability and Scalability.
CoRR
Wenqing Zheng, Tianlong Chen, Ting-Kuei Hu, Zhangyang Wang
2022 J jnl
Symbolic Visual Reinforcement Learning: A Scalable Framework with Object-Level Abstraction and Differentiable Expression Search.
CoRR
Wenqing Zheng, S. P. Sharan, Zhiwen Fan, Kevin Wang, Yihan Xi, Zhangyang Wang
2022 J jnl
Web of Scholars: A Scholar Knowledge Graph.
CoRR
Jiaying Liu, Jing Ren, Wenqing Zheng, Lianhua Chi, Ivan Lee, Feng Xia
2021 J jnl
Bag of Tricks for Training Deeper Graph Neural Networks: A Comprehensive Benchmark Study.
CoRR
Tianlong Chen, Kaixiong Zhou, Keyu Duan, Wenqing Zheng, Peihao Wang, Xia Hu, Zhangyang Wang
2021 J jnl
Cold Brew: Distilling Graph Node Representations with Incomplete or Missing Neighborhoods.
CoRR
Wenqing Zheng, Edward W. Huang, Nikhil Rao, Sumeet Katariya, Zhangyang Wang, Karthik Subbian
2021 A* conf
Delayed Propagation Transformer: A Universal Computation Engine towards Practical Control in Cyber-Physical Systems.
NeurIPS
Wenqing Zheng, Qiangqiang Guo, Hao Yang, Peihao Wang, Zhangyang Wang
2021 J jnl
Delayed Propagation Transformer: A Universal Computation Engine towards Practical Control in Cyber-Physical Systems.
CoRR
Wenqing Zheng, Qiangqiang Guo, Hao Yang, Peihao Wang, Zhangyang Wang
2021 J jnl
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.
Han Sun, Wei Chen, Lin Chen, Wenqing Zheng
2021 J jnl
Scalable Perception-Action-Communication Loops with Convolutional and Graph Neural Networks.
CoRR
Ting-Kuei Hu, Fernando Gama, Tianlong Chen, Wenqing Zheng, Zhangyang Wang, Alejandro Ribeiro, Brian M. Sadler
2021 J jnl
Structured DropConnect for Uncertainty Inference in Image Classification.
CoRR
Wenqing Zheng, Jiyang Xie, Weidong Liu, Zhanyu Ma
2020 A* conf
Web of Scholars: A Scholar Knowledge Graph.
SIGIR
Jiaying Liu, Jing Ren, Wenqing Zheng, Lianhua Chi, Ivan Lee, Feng Xia
2019 B conf
Blind Image Blur Assessment Based on Markov-Constrained FCM and Blur Entropy.
ICIP
Yaqian Xu, Wenqing Zheng, Jingchen Qi, Qi Li
2019 Misc conf
Joint Position, Orientation AND Channel Estimation in Hybrid mmWAVE MIMO Systems.
ACSSC
Wenqing Zheng, Nuria González-Prelcic