Shuo Huai

41 papers A* 8A 4B 1C 1Misc 2Journal 21Unranked 4
YearRankTypeTitle / Venue / Authors
2026 A* conf
Cheating Stereo Matching in Full-Scale: Physical Adversarial Attack Against Binocular Depth Estimation in Autonomous Driving.
AAAI
Kangqiao Zhao, Shuo Huai, Xurui Song, Jun Luo
2025 J jnl
Characterizing Trust Boundary Vulnerabilities in TEE Containers.
CoRR
Weijie Liu, Hongbo Chen, Shuo Huai, Zhen Xu, Wenhao Wang, Zhi Li, Zheli Liu
2025 J jnl
Cheating Stereo Matching in Full-scale: Physical Adversarial Attack against Binocular Depth Estimation in Autonomous Driving.
CoRR
Kangqiao Zhao, Shuo Huai, Xurui Song, Jun Luo
2025 — conf
Dagger Behind Smile: Fool LLMs with a Happy Ending Story.
EMNLP (Findings)
Xurui Song, Zhixin Xie, Shuo Huai, Jiayi Kong, Jun Luo
2025 J jnl
Dagger Behind Smile: Fool LLMs with a Happy Ending Story.
CoRR
Xurui Song, Zhixin Xie, Shuo Huai, Jiayi Kong, Jun Luo
2025 A* conf
Do Not DeepFake Me: Privacy-Preserving Neural 3D Head Reconstruction Without Sensitive Images.
AAAI
Jiayi Kong, Xurui Song, Shuo Huai, Baixin Xu, Jun Luo, Ying He
2025 J jnl
Efficient Deep Learning Infrastructures for Embedded Computing Systems: A Comprehensive Survey and Future Envision.
ACM Trans. Embed. Comput. Syst.
Xiangzhong Luo, Di Liu, Hao Kong, Shuo Huai, Hui Chen, Guochu Xiong, Weichen Liu
2025 J jnl
More Than Meets the Eye? Uncovering the Reasoning-Planning Disconnect in Training Vision-Language Driving Models.
CoRR
Xurui Song, Shuo Huai, Jingjing Jiang, Jiayi Kong, Jun Luo
2025 Misc conf
Reenvisioning Skeleton-based Action Recognition Through the Lens of NLP.
ICASSP
Long Cao, Shuo Huai, Jingyao Gai
2025 A* conf
Threat from Windshield: Vehicle Windows as Involuntary Attack Sources on Automotive Voice Assistants.
CCS
Penghao Wang, Shuo Huai, Yetong Cao, Chao Liu, Jun Luo
2024 J jnl
A Fruit-Tree Mapping System for Semi-Structured Orchards Based on Multi-Sensor-Fusion SLAM.
IEEE Access
Bingjie Tang, Zhiyang Guo, Chuanrong Huang, Shuo Huai, Jingyao Gai
2024 J jnl
Domino-Pro-Max: Toward Efficient Network Simplification and Reparameterization for Embedded Hardware Systems.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Xiangzhong Luo, Di Liu, Hao Kong, Shuo Huai, Guochu Xiong, Weichen Liu
2024 A* conf
Double-Win NAS: Towards Deep-to-Shallow Transformable Neural Architecture Search for Intelligent Embedded Systems.
DAC
Xiangzhong Luo, Di Liu, Hao Kong, Shuo Huai, Weichen Liu
2024 J jnl
Efficient Deep Learning Infrastructures for Embedded Computing Systems: A Comprehensive Survey and Future Envision.
CoRR
Xiangzhong Luo, Di Liu, Hao Kong, Shuo Huai, Hui Chen, Guochu Xiong, Weichen Liu
2024 J jnl
EvoLP: Self-Evolving Latency Predictor for Model Compression in Real-Time Edge Systems.
IEEE Embed. Syst. Lett.
Shuo Huai, Hao Kong, Shiqing Li, Xiangzhong Luo, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu
2024 — conf
FedTR: Federated Learning Framework with Transfer Learning for Industrial Visual Inspection.
ACM Great Lakes Symposium on VLSI
Vikash Sathiamoorthy, Shuo Huai, Hao Kong, Di Liu, Wendy Yong Yi Loy, Christian Makaya, Daren Ho, Ravi Subramaniam, Qian Lin, Weichen Liu
2024 B conf
Pearls Hide Behind Linearity: Simplifying Deep Convolutional Networks for Embedded Hardware Systems via Linearity Grafting.
ASPDAC
Xiangzhong Luo, Di Liu, Hao Kong, Shuo Huai, Hui Chen, Shiqing Li, Guochu Xiong, Weichen Liu
2023 J jnl
An Efficient Gustavson-Based Sparse Matrix-Matrix Multiplication Accelerator on Embedded FPGAs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Shiqing Li, Shuo Huai, Weichen Liu
2023 J jnl
CRIMP: Compact & Reliable DNN Inference on In-Memory Processing via Crossbar-Aligned Compression and Non-ideality Adaptation.
ACM Trans. Embed. Comput. Syst.
Shuo Huai, Hao Kong, Xiangzhong Luo, Shiqing Li, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu
2023 — conf
Crossbar-Aligned & Integer-Only Neural Network Compression for Efficient in-Memory Acceleration.
ASP-DAC
Shuo Huai, Di Liu, Xiangzhong Luo, Hui Chen, Weichen Liu, Ravi Subramaniam
2023 A conf
EMNAPE: Efficient Multi-Dimensional Neural Architecture Pruning for EdgeAI.
DATE
Hao Kong, Xiangzhong Luo, Shuo Huai, Di Liu, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu
2023 J jnl
EdgeCompress: Coupling Multidimensional Model Compression and Dynamic Inference for EdgeAI.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Hao Kong, Di Liu, Shuo Huai, Xiangzhong Luo, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu
2023 J jnl
Latency-constrained DNN architecture learning for edge systems using zerorized batch normalization.
Future Gener. Comput. Syst.
Shuo Huai, Di Liu, Hao Kong, Weichen Liu, Ravi Subramaniam, Christian Makaya, Qian Lin
2023 J jnl
LightNAS: On Lightweight and Scalable Neural Architecture Search for Embedded Platforms.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Xiangzhong Luo, Di Liu, Hao Kong, Shuo Huai, Hui Chen, Weichen Liu
2023 — conf
MUGNoC: A Software-Configured Multicast-Unicast-Gather NoC for Accelerating CNN Dataflows.
ASP-DAC
Hui Chen, Di Liu, Shiqing Li, Shuo Huai, Xiangzhong Luo, Weichen Liu
2023 J jnl
On Hardware-Aware Design and Optimization of Edge Intelligence.
IEEE Des. Test
Shuo Huai, Hao Kong, Xiangzhong Luo, Di Liu, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu
2023 J jnl
SurgeNAS: A Comprehensive Surgery on Hardware-Aware Differentiable Neural Architecture Search.
IEEE Trans. Computers
Xiangzhong Luo, Di Liu, Hao Kong, Shuo Huai, Hui Chen, Weichen Liu
2023 A* conf
Towards Efficient Convolutional Neural Network for Embedded Hardware via Multi-Dimensional Pruning.
DAC
Hao Kong, Di Liu, Xiangzhong Luo, Shuo Huai, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu
2023 A conf
iMAT: Energy-Efficient In-Memory Acceleration for Ternary Neural Networks With Sparse Dot Product.
ISLPED
Shien Zhu, Shuo Huai, Guochu Xiong, Weichen Liu
2022 C conf
Collate: Collaborative Neural Network Learning for Latency-Critical Edge Systems.
ICCD
Shuo Huai, Di Liu, Hao Kong, Xiangzhong Luo, Weichen Liu, Ravi Subramaniam, Christian Makaya, Qian Lin
2022 J jnl
Designing Efficient DNNs via Hardware-Aware Neural Architecture Search and Beyond.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Xiangzhong Luo, Di Liu, Shuo Huai, Hao Kong, Hui Chen, Weichen Liu
2022 J jnl
EDLAB: A Benchmark for Edge Deep Learning Accelerators.
IEEE Des. Test
Hao Kong, Shuo Huai, Di Liu, Lei Zhang, Hui Chen, Shien Zhu, Shiqing Li, Weichen Liu, Manu Rastogi, Ravi Subramaniam, Madhu Athreya, M. Anthony Lewis
2022 J jnl
LAMP: Load-Balanced Multipath Parallel Transmission in Point-to-Point NoCs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Hui Chen, Peng Chen, Xiangzhong Luo, Shuo Huai, Weichen Liu
2022 A conf
Smart Scissor: Coupling Spatial Redundancy Reduction and CNN Compression for Embedded Hardware.
ICCAD
Hao Kong, Di Liu, Shuo Huai, Xiangzhong Luo, Weichen Liu, Ravi Subramaniam, Christian Makaya, Qian Lin
2022 Misc conf
Work-in-Progress: What to Expect of Early Training Statistics? An Investigation on Hardware-Aware Neural Architecture Search.
CODES+ISSS
Xiangzhong Luo, Di Liu, Hao Kong, Shuo Huai, Hui Chen, Weichen Liu
2022 J jnl
You Only Search Once: On Lightweight Differentiable Architecture Search for Resource-Constrained Embedded Platforms.
CoRR
Xiangzhong Luo, Di Liu, Hao Kong, Shuo Huai, Hui Chen, Weichen Liu
2022 A* conf
You only search once: on lightweight differentiable architecture search for resource-constrained embedded platforms.
DAC
Xiangzhong Luo, Di Liu, Hao Kong, Shuo Huai, Hui Chen, Weichen Liu
2021 A conf
HSCoNAS: Hardware-Software Co-Design of Efficient DNNs via Neural Architecture Search.
DATE
Xiangzhong Luo, Di Liu, Shuo Huai, Weichen Liu
2021 J jnl
HSCoNAS: Hardware-Software Co-Design of Efficient DNNs via Neural Architecture Search.
CoRR
Xiangzhong Luo, Di Liu, Shuo Huai, Weichen Liu
2021 A* conf
ZeroBN: Learning Compact Neural Networks For Latency-Critical Edge Systems.
DAC
Shuo Huai, Lei Zhang, Di Liu, Weichen Liu, Ravi Subramaniam
2019 A* conf
Performance-aware Wear Leveling for Block RAM in Nonvolatile FPGAs.
DAC
Shuo Huai, Weining Song, Mengying Zhao, Xiaojun Cai, Zhiping Jia