Luhong Liang

59 papers A* 6A 6B 6C 11Misc 1Journal 16Unranked 13
YearRankTypeTitle / Venue / Authors
2026 — conf
31.1 A 14.08-to-135.69Token/s ReRAM-on-Logic Stacked Outlier-Free Large-Language-Model Accelerator with Block-Clustered Weight-Compression and Adaptive Parallel-Speculative-Decoding.
ISSCC
Pingcheng Dong, Yonghao Tan, Xuejiao Liu, Peng Luo, Yu Liu, Di Pang, Songchen Ma, Xijie Huang, Shih-Yang Liu, Dong Zhang, Zhichao Lu, Luhong Liang, Chi-Ying Tsui, Fengbin Tu, Liang Zhao, Kwang-Ting Cheng
2026 J jnl
An Adaptive Depth Processing System Based on Foundation Transformers and Time-of-Flight Fusion.
IEEE Trans. Circuits Syst. I Regul. Pap.
An-Nan Xiong, Pingcheng Dong, Yonghao Tan, Yuzhong Jiao, Xuejiao Liu, Manto Yung, Ann Li, Peng Luo, Luhong Liang, Jie Yuan, Mansun Chan
2026 J jnl
Expert Streaming: Accelerating Low-Batch MoE Inference via Multi-chiplet Architecture and Dynamic Expert Trajectory Scheduling.
CoRR
Songchen Ma, Hongyi Li, Weihao Zhang, Yonghao Tan, Pingcheng Dong, Yu Liu, Lan Liu, Yuzhong Jiao, Xuejiao Liu, Luhong Liang, Kwang-Ting Cheng
2026 J jnl
Towards Secure and Efficient DNN Accelerators via Hardware-Software Co-Design.
CoRR
Wei Xuan, Zihao Xuan, Rongliang Fu, Ning Lin, Kwunhang Wong, Zikang Yuan, Lang Feng, Zhongrui Wang, Tsung-Yi Ho, Yuzhong Jiao, Luhong Liang
2025 — conf
A 10.60 μW 150 GOPS Mixed-Bit-Width Sparse CNN Accelerator for Life-Threatening Ventricular Arrhythmia Detection.
ASP-DAC
Yifan Qin, Zhenge Jia, Zheyu Yan, Jay Mok, Manto Yung, Yu Liu, Xuejiao Liu, Wujie Wen, Luhong Liang, Kwang-Ting (Tim) Cheng, Xiaobo Sharon Hu, Yiyu Shi
2025 — conf
A 28nm 0.22μJ/Token Memory-Compute-Intensity-Aware CNN-Transformer Accelerator with Hybrid-Attention-Based Layer-Fusion and Cascaded Pruning for Semantic-Segmentation.
ISSCC
Pingcheng Dong, Yonghao Tan, Xuejiao Liu, Peng Luo, Yu Liu, Luhong Liang, Yitong Zhou, Di Pang, Manto Yung, Dong Zhang, Xijie Huang, Shih-Yang Liu, Yongkun Wu, Fengshi Tian, Chi-Ying Tsui, Fengbin Tu, Kwang-Ting Cheng
2025 A* conf
APSQ: Additive Partial Sum Quantization with Algorithm-Hardware Co-Design.
DAC
Yonghao Tan, Pingcheng Dong, Yongkun Wu, Yu Liu, Xuejiao Liu, Peng Luo, Shih-Yang Liu, Xijie Huang, Dong Zhang, Luhong Liang, Kwang-Ting Cheng
2025 J jnl
APSQ: Additive Partial Sum Quantization with Algorithm-Hardware Co-Design.
CoRR
Yonghao Tan, Pingcheng Dong, Yongkun Wu, Yu Liu, Xuejiao Liu, Peng Luo, Shih-Yang Liu, Xijie Huang, Dong Zhang, Luhong Liang, Kwang-Ting Cheng
2025 A conf
CoXplorer: Multi-Staged Co-Exploration Framework for AI Model Compression and Accelerator Design.
ICCAD
Songchen Ma, Junyi Wu, Yonghao Tan, Pingcheng Dong, Peng Luo, Di Pang, Yu Liu, Xuejiao Liu, Luhong Liang, Kwang-Ting Cheng, Fengbin Tu
2025 A* conf
SeDA: Secure and Efficient DNN Accelerators with Hardware/Software Synergy.
DAC
Wei Xuan, Zhongrui Wang, Lang Feng, Ning Lin, Zihao Xuan, Rongliang Fu, Tsung-Yi Ho, Yuzhong Jiao, Luhong Liang
2025 J jnl
SeDA: Secure and Efficient DNN Accelerators with Hardware/Software Synergy.
CoRR
Wei Xuan, Zhongrui Wang, Lang Feng, Ning Lin, Zihao Xuan, Rongliang Fu, Tsung-Yi Ho, Yuzhong Jiao, Luhong Liang
2024 J jnl
A 10.60 μW 150 GOPS Mixed-Bit-Width Sparse CNN Accelerator for Life-Threatening Ventricular Arrhythmia Detection.
CoRR
Yifan Qin, Zhenge Jia, Zheyu Yan, Jay Mok, Manto Yung, Yu Liu, Xuejiao Liu, Wujie Wen, Luhong Liang, Kwang-Ting (Tim) Cheng, X. Sharon Hu, Yiyu Shi
2024 C conf
An End-to-End Deep-Learning-Based Indirect Time-of-Flight Image Signal Processor.
ISCAS
An-Nan Xiong, Yuzhong Jiao, Xuejiao Liu, Manto Yung, Xianghong Hu, Luhong Liang, Jie Yuan, Mansun Chan
2024 A* conf
Genetic Quantization-Aware Approximation for Non-Linear Operations in Transformers.
DAC
Pingcheng Dong, Yonghao Tan, Dong Zhang, Tianwei Ni, Xuejiao Liu, Yu Liu, Peng Luo, Luhong Liang, Shih-Yang Liu, Xijie Huang, Huaiyu Zhu, Yun Pan, Fengwei An, Kwang-Ting Cheng
2024 J jnl
Genetic Quantization-Aware Approximation for Non-Linear Operations in Transformers.
CoRR
Pingcheng Dong, Yonghao Tan, Dong Zhang, Tianwei Ni, Xuejiao Liu, Yu Liu, Peng Luo, Luhong Liang, Shih-Yang Liu, Xijie Huang, Huaiyu Zhu, Yun Pan, Fengwei An, Kwang-Ting Cheng
2024 J jnl
WASP: Efficient Power Management Enabling Workload-Aware, Self-Powered AIoT Devices.
IEEE Trans. Parallel Distributed Syst.
Xiaofeng Hou, Xuehan Tang, Jiacheng Liu, Chao Li, Luhong Liang, Kwang-Ting Cheng
2023 J jnl
A Tiny Accelerator for Mixed-Bit Sparse CNN Based on Efficient Fetch Method of SIMO SPad.
IEEE Trans. Circuits Syst. II Express Briefs
Xianghong Hu, Xuejiao Liu, Yu Liu, Haowei Zhang, Xijie Huang, Xihao Guan, Luhong Liang, Chi-Ying Tsui, Xiaoming Xiong, Kwang-Ting Cheng
2023 A* conf
Architecting Efficient Multi-modal AIoT Systems.
ISCA
Xiaofeng Hou, Jiacheng Liu, Xuehan Tang, Chao Li, Jia Chen, Luhong Liang, Kwang-Ting Cheng, Minyi Guo
2022 J jnl
ReAAP: A Reconfigurable and Algorithm-Oriented Array Processor With Compiler-Architecture Co-Design.
IEEE Trans. Computers
Jianwei Zheng, Yu Liu, Xuejiao Liu, Luhong Liang, Deming Chen, Kwang-Ting Cheng
2020 C conf
Optimize FPGA-Based Neural Network Accelerator with Bit-Shift Quantization.
ISCAS
Yu Liu, Xuejiao Liu, Luhong Liang
2017 B conf
Retrain-free fully connected layer optimization using matrix factorization.
ICIP
Yi Sun, Xuejiao Liu, Luhong Liang
2016 C conf
Deep learning neural networks optimization using hardware cost penalty.
ISCAS
Rohan Doshi, Kwok-Wai Hung, Luhong Liang, King Hung Chiu
2014 B conf
DCT coefficients generation model for film grain noise and its application in super-resolution.
ICIP
Ting Sun, Luhong Liang, King Hung Chiu, Pengfei Wan, Oscar C. Au
2014 C conf
Fast single frame super-resolution using perceptual visibility optimization.
ISCAS
Luhong Liang, Peng Luo, Wai Keung Cheung, King Hung Chiu
2013 C conf
Fast single frame super-resolution using scale-invariant self-similarity.
ISCAS
Luhong Liang, King Hung Chiu, Edmund Y. Lam
2013 J jnl
Strip Features for Fast Object Detection.
IEEE Trans. Cybern.
Wei Zheng, Hong Chang, Luhong Liang, Haoyu Ren, Shiguang Shan, Xilin Chen
2012 A conf
A Fast and Performance-Maintained Transcoding Method Based on Background Modeling for Surveillance Video.
ICME
Mingchao Geng, Xianguo Zhang, Yonghong Tian, Luhong Liang, Tiejun Huang
2012 J jnl
Boosted translation-tolerable classifiers for fast object detection.
Image Vis. Comput.
Wei Zheng, Luhong Liang, Hong Chang, Cher-Keng Heng, Shiguang Shan, Xilin Chen
2012 A conf
Macro-Block-Level Selective Background Difference Coding for Surveillance Video.
ICME
Xianguo Zhang, Yonghong Tian, Luhong Liang, Tiejun Huang, Wen Gao
2011 J jnl
A Novel Macro-Block Group Based AVS Coding Scheme for Many-Core Processor.
J. Signal Process. Syst.
Zhenyu Wang, Luhong Liang, Guolei Yang, Xianguo Zhang, Jun Sun, Debin Zhao, Wen Gao
2011 A* conf
A unified framework for locating and recognizing human actions.
CVPR
Yuelei Xie, Hong Chang, Zhe Li, Luhong Liang, Xilin Chen, Debin Zhao
2011 C conf
Fast intra mode selection for stereo video coding using epipolar constraint.
VCIP
Guolei Yang, Luhong Liang, Wen Gao
2011 C conf
GPU based fast algorithm for tanner graph based image interpolation.
MMSP
Wei Lei, Ruiqin Xiong, Siwei Ma, Luhong Liang
2010 B conf
A Sample Pre-mapping Method Enhancing Boosting for Object Detection.
ICPR
Haoyu Ren, Xiaopeng Hong, Cher-Keng Heng, Luhong Liang, Xilin Chen
2010 C conf
A background model based method for transcoding surveillance videos captured by stationary camera.
PCS
Xianguo Zhang, Luhong Liang, Qian Huang, Tiejun Huang, Wen Gao
2010 C conf
A fast intra 4×4 mode decision algorithm for H.264/AVC down rate transcoding.
VCIP
Zhihang Wang, Luhong Liang, Shengfu Dong, Wen Gao, Debin Zhao, Qingming Huang
2010 C conf
An efficient coding scheme for surveillance videos captured by stationary cameras.
VCIP
Xianguo Zhang, Luhong Liang, Qian Huang, Yazhou Liu, Tiejun Huang, Wen Gao
2010 C conf
An epipolar resticted inter-mode selection for stereoscopic video encoding.
PCS
Guolei Yang, Luhong Liang, Wen Gao
2010 B conf
Fast object detection using boosted co-occurrence histograms of oriented gradients.
ICIP
Haoyu Ren, Cher-Keng Heng, Wei Zheng, Luhong Liang, Xilin Chen
2010 J jnl
No-reference perceptual image quality metric using gradient profiles for JPEG2000.
Signal Process. Image Commun.
Luhong Liang, Shiqi Wang, Jianhua Chen, Siwei Ma, Debin Zhao, Wen Gao
2009 — conf
A Novel Macro-Block Group Based AVS Coding Scheme for Many-Core Processor.
PCM
Zhenyu Wang, Luhong Liang, Xianguo Zhang, Jun Sun, Debin Zhao, Wen Gao
2009 B conf
A no-reference perceptual blur metric using histogram of gradient profile sharpness.
ICIP
Luhong Liang, Jianhua Chen, Siwei Ma, Debin Zhao, Wen Gao
2009 A* conf
Fast car detection using image strip features.
CVPR
Wei Zheng, Luhong Liang
2009 — conf
Image Quality Assessment Using Spatial Frequency Component.
PCM
Guangyao Cao, Luhong Liang, Siwei Ma, Debin Zhao
2008 — conf
A No-Reference Blocking Artifacts Metric Using Selective Gradient and Plainness Measures.
PCM
Jianhua Chen, Yongbing Zhang, Luhong Liang, Siwei Ma, Ronggang Wang, Wen Gao
2004 A conf
A multi-stream audio-video large-vocabulary Mandarin Chinese speech database.
ICME
Luhong Liang, Yu Luo, Feiyue Huang, Ara V. Nefian
2003 — conf
A Bayesian Approach to Audio-Visual Speaker Identification.
AVBPA
Ara V. Nefian, Luhong Liang, Tieyan Fu, Xiaoxing Liu
2003 A conf
A detector tree of boosted classifiers for real-time object detection and tracking.
ICME
Rainer Lienhart, Luhong Liang, Alexander Kuranov
2003 — conf
Audio-visual speaker identification using coupled hidden Markov models.
ICIP (3)
Tieyan Fu, Xiaoxing Liu, Luhong Liang, Xiaobo Pi, Ara V. Nefian
2003 — conf
Environment-adaptive multi-channel biometrics.
ICASSP (5)
Stephen M. Chu, Minerva M. Yeung, Luhong Liang, Xiaoxing Liu
2003 J jnl
Multi-Cue-Based Face and Facial Feature Detection on Video Segments.
J. Comput. Sci. Technol.
Zhenyun Peng, Haizhou Ai, Wei Hong, Luhong Liang, Guangyou Xu
2002 Misc conf
A coupled HMM for audio-visual speech recognition.
ICASSP
Ara V. Nefian, Luhong Liang, Xiaobo Pi, Xiaoxiang Liu, Crusoe Mao, Kevin P. Murphy
2002 A conf
Audio-visual continuous speech recognition using a coupled hidden Markov model.
INTERSPEECH
Xiaoxing Liu, Yibao Zhao, Xiaobo Pi, Luhong Liang, Ara V. Nefian
2002 J jnl
Dynamic Bayesian Networks for Audio-Visual Speech Recognition.
EURASIP J. Adv. Signal Process.
Ara V. Nefian, Luhong Liang, Xiaobo Pi, Xiaoxing Liu, Kevin P. Murphy
2002 — conf
Speaker independent audio-visual continuous speech recognition.
ICME (2)
Luhong Liang, Xiaoxing Liu, Yibao Zhao, Xiaobo Pi, Ara V. Nefian
2001 — conf
Detecting Facial Features on Image Sequences Using Cross-Verification Mechanism.
IEEE Pacific Rim Conference on Multimedia
Zhenyun Peng, Wei Hong, Luhong Liang, Guangyou Xu, HongJiang Zhang
2001 — conf
Face Indexing and Retrieval in Personal Digital Album.
IEEE Pacific Rim Conference on Multimedia
Haizhou Ai, Luhong Liang, Xipan Xiao, Guangyou Xu
2001 — conf
Face detection based on template matching and support vector machines.
ICIP (1)
Haizhou Ai, Luhong Liang, Guangyou Xu
2000 B conf
A General Framework for Face Detection.
ICMI
Haizhou Ai, Luhong Liang, Guangyou Xu