Hantao Huang

42 papers A* 3A 8B 2C 1Misc 1Journal 17Unranked 10
YearRankTypeTitle / Venue / Authors
2026 A* conf
Characterizing Cloud-Native LLM Inference at Bytedance and Exposing Optimization Challenges and Opportunities for Future AI Accelerators.
HPCA
Jingwei Cai, Dehao Kong, Hantao Huang, Zishan Jiang, Zixuan Ma, Qingyu Guo, Zhenxing Zhang, Guiming Shi, Mingyu Gao, Kaisheng Ma, Minghui Yu
2025 A* conf
HShare: Fast LLM Decoding by Hierarchical Key-Value Sharing.
ICLR
Huaijin Wu, Lianqiang Li, Hantao Huang, Tu Yi, Jihang Zhang, Minghui Yu, Junchi Yan
2025 J jnl
RepetitionCurse: Measuring and Understanding Router Imbalance in Mixture-of-Experts LLMs under DoS Stress.
CoRR
Ruixuan Huang, Qingyue Wang, Hantao Huang, Yudong Gao, Dong Chen, Shuai Wang, Wei Wang
2025 J jnl
SALS: Sparse Attention in Latent Space for KV cache Compression.
CoRR
Junlin Mu, Hantao Huang, Jihang Zhang, Minghui Yu, Tao Wang, Yidong Li
2025 J jnl
SQ-format: A Unified Sparse-Quantized Hardware-friendly Data Format for LLMs.
CoRR
Ruixuan Huang, Hao Zeng, Hantao Huang, Jinyuan Shi, Minghui Yu, Ian En-Hsu Yen, Shuai Wang
2024 — conf
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
Kai Li, Hantao Huang, Mingqiang Huang, Chenchen Ding, Longyang Lin, Liebing Ni, Hao Yu
2024 A* conf
APTQ: Attention-aware Post-Training Mixed-Precision Quantization for Large Language Models.
DAC
Ziyi Guan, Hantao Huang, Yupeng Su, Hong Huang, Ngai Wong, Hao Yu
2024 J jnl
APTQ: Attention-aware Post-Training Mixed-Precision Quantization for Large Language Models.
CoRR
Ziyi Guan, Hantao Huang, Yupeng Su, Hong Huang, Ngai Wong, Hao Yu
2024 A conf
An Isotropic Shift-Pointwise Network for Crossbar-Efficient Neural Network Design.
DATE
Ziyi Guan, Boyu Li, Yuan Ren, Muqun Niu, Hantao Huang, Graziano Chesi, Hao Yu, Ngai Wong
2024 A conf
FMTT: Fused Multi-Head Transformer with Tensor-Compression for 3D Point Clouds Detection on Edge Devices.
DATE
Zikun Wei, Tingting Wang, Chenchen Ding, Bohan Wang, Ziyi Guan, Hantao Huang, Hao Yu
2023 — conf
Defect Detection in Computer Motherboard Assembly through Fusion of Multi-Scale Features and Attention Mechanisms.
ICSAI
Zhaoyang Li, Junying Chen, Hantao Huang, Xuze Dong
2022 J jnl
Adaptive Speech Quality Aware Complex Neural Network for Acoustic Echo Cancellation with Supervised Contrastive Learning.
CoRR
Bozhong Liu, Xiaoxi Yu, Hantao Huang
2021 J jnl
Energy-Efficient and Error-Resilient Cognitive I/O for 3-D-Integrated Manycore Microprocessors.
IEEE Des. Test
Sai Manoj Pudukotai Dinakarrao, Hantao Huang, Hao Yu
2021 — conf
Learning to Compensate: A Deep Neural Network Framework for 5G Power Amplifier Compensation.
ICC
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
2021 J jnl
Learning to Compensate: A Deep Neural Network Framework for 5G Power Amplifier Compensation.
CoRR
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
2021 J jnl
Supervised Contrastive Learning for Accented Speech Recognition.
CoRR
Tao Han, Hantao Huang, Ziang Yang, Wei Han
2021 A conf
TAPL: Dynamic Part-based Visual Tracking via Attention-guided Part Localization.
BMVC
Wei Han, Hantao Huang, Xiaoxi Yu
2021 J jnl
TAPL: Dynamic Part-based Visual Tracking via Attention-guided Part Localization.
CoRR
Wei Han, Hantao Huang, Xiaoxi Yu
2020 B conf
Answer-checking in Context: A Multi-modal Fully Attention Network for Visual Question Answering.
ICPR
Hantao Huang, Tao Han, Wei Han, Deep Yap, Cheng-Ming Chiang
2020 J jnl
Answer-checking in Context: A Multi-modal FullyAttention Network for Visual Question Answering.
CoRR
Hantao Huang, Tao Han, Wei Han, Deep Yap, Cheng-Ming Chiang
2020 B conf
Finding the Evidence: Localization-aware Answer Prediction for Text Visual Question Answering.
COLING
Wei Han, Hantao Huang, Tao Han
2020 J jnl
Finding the Evidence: Localization-aware Answer Prediction for Text Visual Question Answering.
CoRR
Wei Han, Hantao Huang, Tao Han
2019 J jnl
LTNN: A Layerwise Tensorized Compression of Multilayer Neural Network.
IEEE Trans. Neural Networks Learn. Syst.
Hantao Huang, Hao Yu
2018 J jnl
Distributed Machine Learning on Smart-Gateway Network toward Real-Time Smart-Grid Energy Management with Behavior Cognition.
ACM Trans. Design Autom. Electr. Syst.
Hantao Huang, Hang Xu, Yuehua Cai, Suleman Khalid Rai, Hao Yu
2018 J jnl
Q-Learning-Based Voltage-Swing Tuning and Compensation for 2.5-D Memory-Logic Integration.
IEEE Des. Test
Dongjun Xu, Ningmei Yu, Hantao Huang, Sai Manoj Pudukotai Dinakarrao, Hao Yu
2017 J jnl
A Multiagent Minority-Game-Based Demand-Response Management of Smart Buildings Toward Peak Load Reduction.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Hantao Huang, Yuehua Cai, Hang Xu, Hao Yu
2017 Misc conf
A fast online sequential learning accelerator for IoT network intrusion detection: work-in-progress.
CODES+ISSS
Hantao Huang, Suleman Khalid Rai, Wenye Liu, Hao Yu
2017 J jnl
Distributed In-Memory Computing on Binary RRAM Crossbar.
ACM J. Emerg. Technol. Comput. Syst.
Leibin Ni, Hantao Huang, Zichuan Liu, Rajiv V. Joshi, Hao Yu
2017 — conf
LTNN: An energy-efficient machine learning accelerator on 3D CMOS-RRAM for layer-wise tensorized neural network.
SoCC
Hantao Huang, Leibin Ni, Hao Yu
2016 — conf
A 3D multi-layer CMOS-RRAM accelerator for neural network.
3DIC
Hantao Huang, Leibin Ni, Yuhao Wang, Hao Yu, Zongwei Wang, Yimao Cai, Ru Huang
2016 — conf
A Compressive-sensing based Testing Vehicle for 3D TSV Pre-bond and Post-bond Testing Data.
ISPD
Hantao Huang, Hao Yu, Cheng Zhuo, Fengbo Ren
2016 J jnl
A Q-Learning Based Self-Adaptive I/O Communication for 2.5D Integrated Many-Core Microprocessor and Memory.
IEEE Trans. Computers
Sai Manoj P. D., Hao Yu, Hantao Huang, Dongjun Xu
2016 — conf
A memristor network with coupled oscillator and crossbar towards L2-norm based machine learning.
NANOARCH
Leibin Ni, Hantao Huang, Hao Yu
2016 — conf
Distributed machine learning based smart-grid energy management with occupant cognition.
SmartGridComm
Hang Xu, Hantao Huang, Suleman Khalid Rai, Hao Yu
2016 A conf
Distributed-neuron-network based machine learning on smart-gateway network towards real-time indoor data analytics.
DATE
Hantao Huang, Yuehua Cai, Hao Yu
2016 — conf
Low-power and real-time computer vision on-chip.
ISOCC
Wei Pang, Hantao Huang, Fengwei An, Hao Yu
2016 C conf
On-line machine learning accelerator on digital RRAM-crossbar.
ISCAS
Leibin Ni, Hantao Huang, Hao Yu
2015 A conf
An energy-efficient non-volatile in-memory accelerator for sparse-representation based face recognition.
DATE
Yuhao Wang, Hantao Huang, Leibin Ni, Hao Yu, Mei Yan, Chuliang Weng, Wei Yang, Junfeng Zhao
2015 — conf
Smart I/Os: a data-pattern aware 2.5D interconnect with space-time multiplexing.
SLIP
Sai Manoj P. D., Kanwen Wang, Hantao Huang, Hao Yu
2014 A conf
An energy-efficient 2.5D through-silicon interposer I/O with self-adaptive adjustment of output-voltage swing.
ISLPED
Dongjun Xu, Sai Manoj Pudukotai Dinakarrao, Hantao Huang, Ningmei Yu, Hao Yu
2014 A conf
Reinforcement learning based self-adaptive voltage-swing adjustment of 2.5D I/Os for many-core microprocessor and memory communication.
ICCAD
Hantao Huang, Sai Manoj Pudukotai Dinakarrao, Dongjun Xu, Hao Yu, Zhigang Hao
2012 A conf
Fair energy resource allocation by minority game algorithm for smart buildings.
DATE
Chun Zhang, Wei Wu, Hantao Huang, Hao Yu