Hantao Huang

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 33

Top Topics

Question Answering

Textual Entailment

Top Venues

Publications

Ziyi Guan, Hantao Huang, Yupeng Su, Hong Huang, Ngai Wong, Hao Yu
APTQ: Attention-aware Post-Training Mixed-Precision Quantization for Large Language Models. CoRR (2024)
Kai Li, Hantao Huang, Mingqiang Huang, Chenchen Ding, Longyang Lin, Liebing Ni, Hao Yu
A 29.12 TOPS/W and 1.13 TOPS/mm2 NAS-Optimized Mixed-Precision DNN Accelerator with Vector Split- and-Combination Systolic in 28nm CMOS. CICC (2024)
Ziyi Guan, Boyu Li, Yuan Ren, Muqun Niu, Hantao Huang, Graziano Chesi, Hao Yu, Ngai Wong
An Isotropic Shift-Pointwise Network for Crossbar-Efficient Neural Network Design. DATE (2024)
Zikun Wei, Tingting Wang, Chenchen Ding, Bohan Wang, Ziyi Guan, Hantao Huang, Hao Yu
FMTT: Fused Multi-Head Transformer with Tensor-Compression for 3D Point Clouds Detection on Edge Devices. DATE (2024)
Zhaoyang Li, Junying Chen, Hantao Huang, Xuze Dong
Defect Detection in Computer Motherboard Assembly through Fusion of Multi-Scale Features and Attention Mechanisms. ICSAI (2023)
Bozhong Liu, Xiaoxi Yu, Hantao Huang
Adaptive Speech Quality Aware Complex Neural Network for Acoustic Echo Cancellation with Supervised Contrastive Learning. CoRR (2022)
Wei Han, Hantao Huang, Xiaoxi Yu
TAPL: Dynamic Part-based Visual Tracking via Attention-guided Part Localization. CoRR (2021)
Po-Yu Chen, Hao Chen, Yi-Min Tsai, Hsien-Kai Kuo, Hantao Huang, Hsin-Hung Chen, Sheng-Hong Yan, Wei-Lun Ou, Chia-Ming Cheng
Learning to Compensate: A Deep Neural Network Framework for 5G Power Amplifier Compensation. ICC (2021)
Wei Han, Hantao Huang, Xiaoxi Yu
TAPL: Dynamic Part-based Visual Tracking via Attention-guided Part Localization. BMVC (2021)
Tao Han, Hantao Huang, Ziang Yang, Wei Han
Supervised Contrastive Learning for Accented Speech Recognition. CoRR (2021)
Po-Yu Chen, Hao Chen, Yi-Min Tsai, Hsien-Kai Kuo, Hantao Huang, Hsin-Hung Chen, Sheng-Hong Yan, Wei-Lun Ou, Chia-Ming Cheng
Learning to Compensate: A Deep Neural Network Framework for 5G Power Amplifier Compensation. CoRR (2021)
Sai Manoj Pudukotai Dinakarrao, Hantao Huang, Hao Yu
Energy-Efficient and Error-Resilient Cognitive I/O for 3-D-Integrated Manycore Microprocessors. IEEE Des. Test 38 (6) (2021)
Hantao Huang, Tao Han, Wei Han, Deep Yap, Cheng-Ming Chiang
Answer-checking in Context: A Multi-modal FullyAttention Network for Visual Question Answering. CoRR (2020)
Wei Han, Hantao Huang, Tao Han
Finding the Evidence: Localization-aware Answer Prediction for Text Visual Question Answering. COLING (2020)
Hantao Huang, Tao Han, Wei Han, Deep Yap, Cheng-Ming Chiang
Answer-checking in Context: A Multi-modal Fully Attention Network for Visual Question Answering. ICPR (2020)
Wei Han, Hantao Huang, Tao Han
Finding the Evidence: Localization-aware Answer Prediction for Text Visual Question Answering. CoRR (2020)
Hantao Huang, Hao Yu
LTNN: A Layerwise Tensorized Compression of Multilayer Neural Network. IEEE Trans. Neural Networks Learn. Syst. 30 (5) (2019)
Dongjun Xu, Ningmei Yu, Hantao Huang, Sai Manoj Pudukotai Dinakarrao, Hao Yu
Q-Learning-Based Voltage-Swing Tuning and Compensation for 2.5-D Memory-Logic Integration. IEEE Des. Test 35 (2) (2018)
Hantao Huang, Hang Xu, Yuehua Cai, Suleman Khalid Rai, Hao Yu
Distributed Machine Learning on Smart-Gateway Network toward Real-Time Smart-Grid Energy Management with Behavior Cognition. ACM Trans. Design Autom. Electr. Syst. 23 (5) (2018)
Hantao Huang, Leibin Ni, Hao Yu
LTNN: An energy-efficient machine learning accelerator on 3D CMOS-RRAM for layer-wise tensorized neural network. SoCC (2017)
Hantao Huang, Yuehua Cai, Hang Xu, Hao Yu
A Multiagent Minority-Game-Based Demand-Response Management of Smart Buildings Toward Peak Load Reduction. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36 (4) (2017)
Leibin Ni, Hantao Huang, Zichuan Liu, Rajiv V. Joshi, Hao Yu
Distributed In-Memory Computing on Binary RRAM Crossbar. ACM J. Emerg. Technol. Comput. Syst. 13 (3) (2017)
Hantao Huang, Suleman Khalid Rai, Wenye Liu, Hao Yu
A fast online sequential learning accelerator for IoT network intrusion detection: work-in-progress. CODES+ISSS (2017)
Hang Xu, Hantao Huang, Suleman Khalid Rai, Hao Yu
Distributed machine learning based smart-grid energy management with occupant cognition. SmartGridComm (2016)
Hantao Huang, Yuehua Cai, Hao Yu
Distributed-neuron-network based machine learning on smart-gateway network towards real-time indoor data analytics. DATE (2016)
Hantao Huang, Leibin Ni, Yuhao Wang, Hao Yu, Zongwei Wang, Yimao Cai, Ru Huang
A 3D multi-layer CMOS-RRAM accelerator for neural network. 3DIC (2016)
Sai Manoj P. D., Hao Yu, Hantao Huang, Dongjun Xu
A Q-Learning Based Self-Adaptive I/O Communication for 2.5D Integrated Many-Core Microprocessor and Memory. IEEE Trans. Computers 65 (4) (2016)
Leibin Ni, Hantao Huang, Hao Yu
On-line machine learning accelerator on digital RRAM-crossbar. ISCAS (2016)
Leibin Ni, Hantao Huang, Hao Yu
A memristor network with coupled oscillator and crossbar towards L2-norm based machine learning. NANOARCH (2016)
Hantao Huang, Hao Yu, Cheng Zhuo, Fengbo Ren
A Compressive-sensing based Testing Vehicle for 3D TSV Pre-bond and Post-bond Testing Data. ISPD (2016)
Wei Pang, Hantao Huang, Fengwei An, Hao Yu
Low-power and real-time computer vision on-chip. ISOCC (2016)
Sai Manoj P. D., Kanwen Wang, Hantao Huang, Hao Yu
Smart I/Os: a data-pattern aware 2.5D interconnect with space-time multiplexing. SLIP (2015)
Yuhao Wang, Hantao Huang, Leibin Ni, Hao Yu, Mei Yan, Chuliang Weng, Wei Yang, Junfeng Zhao
An energy-efficient non-volatile in-memory accelerator for sparse-representation based face recognition. DATE (2015)
Hantao Huang, Sai Manoj Pudukotai Dinakarrao, Dongjun Xu, Hao Yu, Zhigang Hao
Reinforcement learning based self-adaptive voltage-swing adjustment of 2.5D I/Os for many-core microprocessor and memory communication. ICCAD (2014)
Dongjun Xu, Sai Manoj Pudukotai Dinakarrao, Hantao Huang, Ningmei Yu, Hao Yu
An energy-efficient 2.5D through-silicon interposer I/O with self-adaptive adjustment of output-voltage swing. ISLPED (2014)
Chun Zhang, Wei Wu, Hantao Huang, Hao Yu
Fair energy resource allocation by minority game algorithm for smart buildings. DATE (2012)