| Anti-oversmoothing in deep vision transformers via the fourier domain analysis: From theory to practice P Wang, W Zheng, T Chen, Z Wang arXiv preprint arXiv:2203.05962, 2022 | 115 | 2022 |
| Cold brew: Distilling graph node representations with incomplete or missing neighborhoods W Zheng, EW Huang, N Rao, S Katariya, Z Wang, K Subbian arXiv preprint arXiv:2111.04840, 2021 | 113 | 2021 |
| Bag of tricks for training deeper graph neural networks: A comprehensive benchmark study T Chen, K Zhou, K Duan, W Zheng, P Wang, X Hu, Z Wang IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (3), 2769-2781, 2022 | 74 | 2022 |
| A comprehensive study on large-scale graph training: Benchmarking and rethinking K Duan, Z Liu, P Wang, W Zheng, K Zhou, T Chen, X Hu, Z Wang Advances in Neural Information Processing Systems 35, 5376-5389, 2022 | 59 | 2022 |
| Revisiting zeroth-order optimization for memory-efficient llm fine-tuning: A benchmark Y Zhang, P Li, J Hong, J Li, Y Zhang, W Zheng, PY Chen, JD Lee, W Yin, ... arXiv preprint arXiv:2402.11592, 2024 | 24 | 2024 |
| Outline, then details: Syntactically guided coarse-to-fine code generation W Zheng, SP Sharan, AK Jaiswal, K Wang, Y Xi, D Xu, Z Wang International Conference on Machine Learning, 42403-42419, 2023 | 20 | 2023 |
| Symbolic learning to optimize: Towards interpretability and scalability W Zheng, T Chen, TK Hu, Z Wang arXiv preprint arXiv:2203.06578, 2022 | 16 | 2022 |
| Integrating the traffic science with representation learning for city-wide network congestion prediction W Zheng, HF Yang, J Cai, P Wang, X Jiang, SS Du, Y Wang, Z Wang Information Fusion 99, 101837, 2023 | 15 | 2023 |
| Scalable perception-action-communication loops with convolutional and graph neural networks TK Hu, F Gama, T Chen, W Zheng, Z Wang, A Ribeiro, BM Sadler IEEE Transactions on Signal and Information Processing over Networks 8, 12-24, 2021 | 15 | 2021 |
| 5G V2X communication at millimeter wave: Rate maps and use cases W Zheng, A Ali, N González-Prelcic, RW Heath, A Klautau, EM Pari 2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring), 1-5, 2020 | 15 | 2020 |
| Delayed propagation transformer: A universal computation engine towards practical control in cyber-physical systems W Zheng, Q Guo, H Yang, P Wang, Z Wang Advances in Neural Information Processing Systems 34, 12141-12153, 2021 | 11 | 2021 |
| Search behavior prediction: A hypergraph perspective Y Han, EW Huang, W Zheng, N Rao, Z Wang, K Subbian Proceedings of the sixteenth acm international conference on web search and …, 2023 | 9 | 2023 |
| Symbolic visual reinforcement learning: A scalable framework with object-level abstraction and differentiable expression search W Zheng, SP Sharan, Z Fan, K Wang, Y Xi, Z Wang IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024 | 7 | 2024 |
| Symbolic distillation for learned TCP congestion control SP Sharan, W Zheng, KF Hsu, J Xing, A Chen, Z Wang Advances in Neural Information Processing Systems 35, 10684-10695, 2022 | 6 | 2022 |
| Joint position, orientation and channel estimation in hybrid mmWave MIMO systems W Zheng, N González-Prelcic 2019 53rd Asilomar Conference on Signals, Systems, and Computers, 1453-1458, 2019 | 6 | 2019 |
| Benchmarking large-scale graph training over effectiveness and efficiency K Duan, Z Liu, W Zheng, P Wang, K Zhou, T Chen, Z Wang, X Hu Workshop on Graph Learning Benchmarks, 2022 | 4 | 2022 |
| Blind image blur assessment based on markov-constrained fcm and blur entropy Y Xu, W Zheng, J Qi, Q Li 2019 IEEE international conference on image processing (icip), 4519-4523, 2019 | 4 | 2019 |
| A-CONECT: Designing AI-based Conversational Chatbot for Early Dementia Intervention J Hong, W Zheng, H Meng, S Liang, A Chen, HH Dodge, J Zhou, Z Wang ICLR 2024 Workshop on Large Language Model (LLM) Agents, 0 | 3 | |
| You Only Transfer What You Share: Intersection-Induced Graph Transfer Learning for Link Prediction W Zheng, EW Huang, N Rao, Z Wang, K Subbian arXiv preprint arXiv:2302.14189, 2023 | 2 | 2023 |
| Code means more than plain language: Bringing syntax structure awareness to algorithmic problem solution generation W Zheng, SP Sharan, AK JAISWAL, K Wang, Y Xi, Z Wang | 2 | 2022 |
Zhangyang (Atlas) WangXTX Markets & University of Texas at AustinEmail verificata su utexas.edu