Achieving on-mobile real-time super-resolution with neural architecture and pruning search Z Zhan, Y Gong, P Zhao, G Yuan, W Niu, Y Wu, T Zhang, M Jayaweera, ... Proceedings of the IEEE/CVF international conference on computer vision …, 2021 | 57 | 2021 |
Compiler-aware neural architecture search for on-mobile real-time super-resolution Y Wu, Y Gong, P Zhao, Y Li, Z Zhan, W Niu, H Tang, M Qin, B Ren, ... European Conference on Computer Vision, 92-111, 2022 | 29 | 2022 |
SF-V: Single Forward Video Generation Model Z Zhang, Y Li, Y Wu, Y Xu, A Kag, I Skorokhodov, W Menapace, ... The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024 | 11 | 2024 |
All-in-One: A Highly Representative DNN Pruning Framework for Edge Devices with Dynamic Power Management Y Gong, Z Zhan, P Zhao, Y Wu, C Wu, C Ding, W Jiang, M Qin, Y Wang Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided …, 2022 | 9 | 2022 |
Search for efficient large language models X Shen, P Zhao, Y Gong, Z Kong, Z Zhan, Y Wu, M Lin, C Wu, X Lin, ... The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024 | 4 | 2024 |
Exploring token pruning in vision state space models Z Zhan, Z Kong, Y Gong, Y Wu, Z Meng, H Zheng, X Shen, S Ioannidis, ... The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024 | 4 | 2024 |
MOC: Multi-Objective Mobile CPU-GPU Co-Optimization for Power-Efficient DNN Inference Y Wu, Y Gong, Z Zhan, G Yuan, Y Li, Q Wang, C Wu, Y Wang 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 1-10, 2023 | 4 | 2023 |
You Already Have It: A Generator-Free Low-Precision DNN Training Framework Using Stochastic Rounding G Yuan, SE Chang, Q Jin, A Lu, Y Li, Y Wu, Z Kong, Y Xie, P Dong, M Qin, ... European Conference on Computer Vision, 34-51, 2022 | 4 | 2022 |
Fast and Memory-Efficient Video Diffusion Using Streamlined Inference Z Zhan*, Y Wu*, Y Gong, Z Meng, Z Kong, C Yang, G Yuan, P Zhao, W Niu, ... The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024 | 3 | 2024 |
Condense: A Framework for Device and Frequency Adaptive Neural Network Models on the Edge Y Gong, P Zhao, Z Zhan, Y Wu, C Wu, Z Kong, M Qin, C Ding, Y Wang 2023 60th ACM/IEEE Design Automation Conference (DAC), 1-6, 2023 | 3 | 2023 |
Rethinking Token Reduction for State Space Models Z Zhan*, Y Wu*, Z Kong*, C Yang, Y Gong, X Shen, X Lin, P Zhao, ... Proceedings of the 2024 Conference on Empirical Methods in Natural Language …, 2024 | 2 | 2024 |
Decentralized Reinforcement Learning for Multi-Target Search and Detection by a Team of Drones R Yehoshua, J Heredia-Juesas, Y Wu, C Amato, J Martinez-Lorenzo arXiv preprint arXiv:2103.09520, 2021 | 2 | 2021 |
AyE-Edge: Automated Deployment Space Search Empowering Accuracy yet Efficient Real-Time Object Detection on the Edge C Wu, Y Gong, L Liu, M Li, Y Wu, X Shen, Z Li, G Yuan, W Shi, Y Wang arXiv preprint arXiv:2408.05363, 2024 | 1 | 2024 |
SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device Y Wu, Z Zhang, Y Li, Y Xu, A Kag, Y Sui, H Coskun, K Ma, A Lebedev, ... arXiv preprint arXiv:2412.10494, 2024 | | 2024 |
Lotus: learning-based online thermal and latency variation management for two-stage detectors on edge devices Y Gong*, Y Wu*, Z Zhan, P Zhao, L Liu, C Wu, X Tang, Y Wang Proceedings of the 61st ACM/IEEE Design Automation Conference, 1-6, 2024 | | 2024 |
Digital Avatars: Framework Development and Their Evaluation T Rupprecht, SE Chang, Y Wu, L Lu, E Nan, C Li, C Lai, Z Li, Z Hu, Y He, ... International Joint Conferences on Artificial Intelligence Organization, 2024 | | 2024 |
“It is Okay to be Uncommon”: Quantizing Sound Event Detection Networks on Hardware Accelerators with Uncommon Sub-Byte Support Y Wu, X Quan, MR Izadi, CCJ Huang ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | | 2024 |
DACO: Pursuing Ultra-low Power Consumption via DNN-Adaptive CPU-GPU CO-optimization on Mobile Devices Y Wu, C Wu, G Yuan, Y Li, W Guo, J Rao, X Shen, B Ren, Y Wang 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-2, 2024 | | 2024 |
Preliminary Experimental Results of Context-Aware Teams of Multiple Autonomous Agents Operating under Constrained Communications J Martinez-Lorenzo, J Hudack, Y Jing, M Shaham, Z Liang, A Al Bashit, ... Robotics 11 (5), 94, 2022 | | 2022 |