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Wenqing Zheng
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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
832022
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
562022
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
522021
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
422022
Symbolic learning to optimize: Towards interpretability and scalability
W Zheng, T Chen, TK Hu, Z Wang
arXiv preprint arXiv:2203.06578, 2022
142022
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
132021
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
132020
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
82023
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
82021
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
62023
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
62019
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
52022
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
52022
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
arXiv preprint arXiv:2212.14849, 2022
42022
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
42019
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
32023
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
22022
Large data throughput optimization model with full C order model parallel flow number prediction optical domain
H Yang, J Zhao, W Zheng, J Yu
TELKOMNIKA (Telecommunication Computing Electronics and Control) 14 (2A), 10-17, 2016
22016
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
12023
SYMBOLIC LEARNING TO OPTIMIZE: TOWARDS IN
W Zheng, T Chen, TK Hu, Z Wang
arXiv preprint arXiv:2203.06578, 2022
2022
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Artiklar 1–20