Chao Wu

42 papers A* 7A 8Misc 2Journal 20Unranked 5
YearRankTypeTitle / Venue / Authors
2025 A conf
MedFS: Pursuing Low Update Overhead via Metadata-Enabled Delta Compression for Log-structured File System on Mobile Device.
FAST
Chao Wu, Cheng Ji, Li-Pin Chang, Zongwei Zhu, Congming Gao, Weichao Guo, Chao Yu, Yanzhi Wang
2025 A conf
Squat: Quant Small Language Models on the Edge.
ICCAD
Xuan Shen, Peiyan Dong, Zhenglun Kong, Yifan Gong, Changdi Yang, Zhaoyang Han, Yanyue Xie, Lei Lu, Cheng Lyu, Chao Wu, Yanzhi Wang, Pu Zhao
2025 J jnl
Transformer-Driven GAN for High-Fidelity Edge Clutter Generation with Spatiotemporal Joint Perception.
Symmetry
Xiaoya Zhao, Junbin Ren, Wei Tao, Anqi Chen, Xu Liu, Chao Wu, Cheng Ji, Mingliang Zhou, Xueyong Xu
2024 A* conf
Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge.
AAAI
Xuan Shen, Peiyan Dong, Lei Lu, Zhenglun Kong, Zhengang Li, Ming Lin, Chao Wu, Yanzhi Wang
2024 J jnl
Automated Optical Accelerator Search Toward Superior Acceleration Efficiency, Inference Robustness, and Development Speed.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Mengquan Li, Kenli Li, Chao Wu, Gang Liu, Mingfeng Lan, Yunchuan Qin, Zhuo Tang, Weichen Liu
2024 A conf
AyE-Edge: Automated Deployment Space Search Empowering Accuracy yet Efficient Real-Time Object Detection on the Edge.
ICCAD
Chao Wu, Yifan Gong, Liangkai Liu, Mengquan Li, Yushu Wu, Xuan Shen, Zhimin Li, Geng Yuan, Weisong Shi, Yanzhi Wang
2024 J jnl
AyE-Edge: Automated Deployment Space Search Empowering Accuracy yet Efficient Real-Time Object Detection on the Edge.
CoRR
Chao Wu, Yifan Gong, Liangkai Liu, Mengquan Li, Yushu Wu, Xuan Shen, Zhimin Li, Geng Yuan, Weisong Shi, Yanzhi Wang
2024 A conf
DACO: Pursuing Ultra-low Power Consumption via DNN-Adaptive CPU-GPU CO-optimization on Mobile Devices.
DATE
Yushu Wu, Chao Wu, Geng Yuan, Yanyu Li, Weichao Guo, Jing Rao, Xipeng Shen, Bin Ren, Yanzhi Wang
2024 J jnl
EdgeOL: Efficient in-situ Online Learning on Edge Devices.
CoRR
Sheng Li, Geng Yuan, Yawen Wu, Yue Dai, Chao Wu, Alex K. Jones, Jingtong Hu, Yanzhi Wang, Xulong Tang
2024 J jnl
Efficient Pruning of Large Language Model with Adaptive Estimation Fusion.
CoRR
Jun Liu, Chao Wu, Changdi Yang, Hao Tang, Haoye Dong, Zhenglun Kong, Geng Yuan, Wei Niu, Dong Huang, Yanzhi Wang
2024 A* conf
LOTUS: learning-based online thermal and latency variation management for two-stage detectors on edge devices.
DAC
Yifan Gong, Yushu Wu, Zheng Zhan, Pu Zhao, Liangkai Liu, Chao Wu, Xulong Tang, Yanzhi Wang
2024 J jnl
Lotus: learning-based online thermal and latency variation management for two-stage detectors on edge devices.
CoRR
Yifan Gong, Yushu Wu, Zheng Zhan, Pu Zhao, Liangkai Liu, Chao Wu, Xulong Tang, Yanzhi Wang
2024 A* conf
Search for Efficient Large Language Models.
NeurIPS
Xuan Shen, Pu Zhao, Yifan Gong, Zhenglun Kong, Zheng Zhan, Yushu Wu, Ming Lin, Chao Wu, Xue Lin, Yanzhi Wang
2024 J jnl
Search for Efficient Large Language Models.
CoRR
Xuan Shen, Pu Zhao, Yifan Gong, Zhenglun Kong, Zheng Zhan, Yushu Wu, Ming Lin, Chao Wu, Xue Lin, Yanzhi Wang
2024 A conf
SuperFlow: A Fully-Customized RTL-to-GDS Design Automation Flow for Adiabatic Quantum- Flux - Parametron Superconducting Circuits.
DATE
Yanyue Xie, Peiyan Dong, Geng Yuan, Zhengang Li, Masoud Zabihi, Chao Wu, Sung-En Chang, Xufeng Zhang, Xue Lin, Caiwen Ding, Nobuyuki Yoshikawa, Olivia Chen, Yanzhi Wang
2024 J jnl
SuperFlow: A Fully-Customized RTL-to-GDS Design Automation Flow for Adiabatic Quantum-Flux-Parametron Superconducting Circuits.
CoRR
Yanyue Xie, Peiyan Dong, Geng Yuan, Zhengang Li, Masoud Zabihi, Chao Wu, Sung-En Chang, Xufeng Zhang, Xue Lin, Caiwen Ding, Nobuyuki Yoshikawa, Olivia Chen, Yanzhi Wang
2024 A* conf
Waxing-and-Waning: a Generic Similarity-based Framework for Efficient Self-Supervised Learning.
ICLR
Sheng Li, Chao Wu, Ao Li, Yanzhi Wang, Xulong Tang, Geng Yuan
2023 — conf
A Scalable Real-time Semantic Segmentation Network for Autonomous Driving.
AMC-SME
Jun Liu, Chao Wu, Geng Yuan, Wei Niu, Wenbin Zhang, Houbing Herbert Song
2023 J jnl
Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge.
CoRR
Xuan Shen, Peiyan Dong, Lei Lu, Zhenglun Kong, Zhengang Li, Ming Lin, Chao Wu, Yanzhi Wang
2023 J jnl
An End-to-End Blind Image Quality Assessment Method Using a Recurrent Network and Self-Attention.
IEEE Trans. Broadcast.
Mingliang Zhou, Xuting Lan, Xuekai Wei, Xingran Liao, Qin Mao, Yutong Li, Chao Wu, Tao Xiang, Bin Fang
2023 A* conf
Condense: A Framework for Device and Frequency Adaptive Neural Network Models on the Edge.
DAC
Yifan Gong, Pu Zhao, Zheng Zhan, Yushu Wu, Chao Wu, Zhenglun Kong, Minghai Qin, Caiwen Ding, Yanzhi Wang
2023 J jnl
Full-Reference Image Quality Assessment via Low-Level and High-Level Feature Fusion.
Int. J. Pattern Recognit. Artif. Intell.
Chao Wu, Xiaofeng Liao, Hong Yue, Xueyong Xu, Xuekai Wei, Dingcheng Wu, Mingliang Zhou
2023 A conf
MOC: Multi-Objective Mobile CPU-GPU Co-Optimization for Power-Efficient DNN Inference.
ICCAD
Yushu Wu, Yifan Gong, Zheng Zhan, Geng Yuan, Yanyu Li, Qi Wang, Chao Wu, Yanzhi Wang
2023 A* conf
PackQViT: Faster Sub-8-bit Vision Transformers via Full and Packed Quantization on the Mobile.
NeurIPS
Peiyan Dong, Lei Lu, Chao Wu, Cheng Lyu, Geng Yuan, Hao Tang, Yanzhi Wang
2023 J jnl
Predicting for I/O stack optimizations on cyber-physical systems.
Microprocess. Microsystems
Yangmei Zhang, Fanfan Shen, Mengquan Li, Chao Wu
2023 A* conf
RLAlloc: A Deep Reinforcement Learning-Assisted Resource Allocation Framework for Enhanced Both I/O Throughput and QoS Performance of Multi-Streamed SSDs.
DAC
Mengquan Li, Chao Wu, Congming Gao, Cheng Ji, Kenli Li
2022 A conf
All-in-One: A Highly Representative DNN Pruning Framework for Edge Devices with Dynamic Power Management.
ICCAD
Yifan Gong, Zheng Zhan, Pu Zhao, Yushu Wu, Chao Wu, Caiwen Ding, Weiwen Jiang, Minghai Qin, Yanzhi Wang
2022 J jnl
All-in-One: A Highly Representative DNN Pruning Framework for Edge Devices with Dynamic Power Management.
CoRR
Yifan Gong, Zheng Zhan, Pu Zhao, Yushu Wu, Chao Wu, Caiwen Ding, Weiwen Jiang, Minghai Qin, Yanzhi Wang
2022 J jnl
DeltaFS: Pursuing Zero Update Overhead via Metadata-Enabled Delta Compression for Log-structured File System on Mobile Devices.
CoRR
Chao Wu, Cheng Ji, Geng Yuan, Riwei Pan, Weichao Guo, Chao Yu, Zongwei Zhu, Yanzhi Wang
2021 A conf
Pattern-Guided File Compression with User-Experience Enhancement for Log-Structured File System on Mobile Devices.
FAST
Cheng Ji, Li-Pin Chang, Riwei Pan, Chao Wu, Congming Gao, Liang Shi, Tei-Wei Kuo, Chun Jason Xue
2020 J jnl
Boosting User Experience via Foreground-Aware Cache Management in UFS Mobile Devices.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Chao Wu, Qiao Li, Cheng Ji, Tei-Wei Kuo, Chun Jason Xue
2020 — conf
Machine Learning Assisted OSP Approach for Improved QoS Performance on 3D Charge-Trap Based SSDs.
ML4CS (3)
Zongwei Zhu, Chao Wu, Cheng Ji, Xianmin Wang
2020 J jnl
Machine learning assisted OSP approach for improved QoS performance on 3D charge-trap based SSDs.
Int. J. Intell. Syst.
Zongwei Zhu, Chao Wu, Cheng Ji, Xianmin Wang
2020 J jnl
Maximizing I/O Throughput and Minimizing Performance Variation via Reinforcement Learning Based I/O Merging for SSDs.
IEEE Trans. Computers
Chao Wu, Cheng Ji, Qiao Li, Congming Gao, Riwei Pan, Chenchen Fu, Liang Shi, Chun Jason Xue
2020 J jnl
Pruning Deep Reinforcement Learning for Dual User Experience and Storage Lifetime Improvement on Mobile Devices.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Chao Wu, Yufei Cui, Cheng Ji, Tei-Wei Kuo, Chun Jason Xue
2019 — conf
Reinforcement Learning based Background Segment Cleaning for Log-structured File System on Mobile Devices.
ICESS
Chao Wu, Cheng Ji, Chun Jason Xue
2018 J jnl
An I/O Scheduling Strategy for Embedded Flash Storage Devices With Mapping Cache.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Cheng Ji, Li-Pin Chang, Chao Wu, Liang Shi, Chun Jason Xue
2018 Misc conf
Maximizing I/O throughput and minimizing performance variation via reinforcement learning based I/O merging for SSDs: work-in-progress.
CASES
Chao Wu, Cheng Ji, Qiao Li, Chenchen Fu, Chun Jason Xue
2017 J jnl
Lightweight Data Compression for Mobile Flash Storage.
ACM Trans. Embed. Comput. Syst.
Cheng Ji, Li-Pin Chang, Liang Shi, Congming Gao, Chao Wu, Yuangang Wang, Chun Jason Xue
2016 — conf
An Empirical Study of File-System Fragmentation in Mobile Storage Systems.
HotStorage
Cheng Ji, Li-Pin Chang, Liang Shi, Chao Wu, Qiao Li, Chun Jason Xue
2016 — conf
Dynamic merging/splitting for better responsiveness in mobile devices.
NVMSA
Chao Wu, Cheng Ji, Liang Shi, Chun Jason Xue, Bin Huang, Yuangang Wang
2016 Misc conf
I/O scheduling with mapping cache awareness for flash based storage systems.
EMSOFT
Cheng Ji, Chao Wu, Li-Pin Chang, Liang Shi, Chun Jason Xue