| 2026 | HPCA | Characterizing Cloud-Native LLM Inference at Bytedance and Exposing Optimization Challenges and Opportunities for Future AI Accelerators. | Jingwei Cai, Dehao Kong, Hantao Huang, Zishan Jiang, Zixuan Ma, Qingyu Guo, Zhenxing Zhang, Guiming Shi, Mingyu Gao, Kaisheng Ma, Minghui Yu |
| 2025 | ICLR | HShare: Fast LLM Decoding by Hierarchical Key-Value Sharing. | Huaijin Wu, Lianqiang Li, Hantao Huang, Tu Yi, Jihang Zhang, Minghui Yu, Junchi Yan |
| 2024 | DAC | APTQ: Attention-aware Post-Training Mixed-Precision Quantization for Large Language Models. | Ziyi Guan, Hantao Huang, Yupeng Su, Hong Huang, Ngai Wong, Hao Yu |
| 2024 | DATE | An Isotropic Shift-Pointwise Network for Crossbar-Efficient Neural Network Design. | Ziyi Guan, Boyu Li, Yuan Ren, Muqun Niu, Hantao Huang, Graziano Chesi, Hao Yu, Ngai Wong |
| 2024 | DATE | FMTT: Fused Multi-Head Transformer with Tensor-Compression for 3D Point Clouds Detection on Edge Devices. | Zikun Wei, Tingting Wang, Chenchen Ding, Bohan Wang, Ziyi Guan, Hantao Huang, Hao Yu |
| 2021 | BMVC | TAPL: Dynamic Part-based Visual Tracking via Attention-guided Part Localization. | Wei Han, Hantao Huang, Xiaoxi Yu |
| 2020 | COLING | Finding the Evidence: Localization-aware Answer Prediction for Text Visual Question Answering. | Wei Han, Hantao Huang, Tao Han |
| 2020 | ICPR | Answer-checking in Context: A Multi-modal Fully Attention Network for Visual Question Answering. | Hantao Huang, Tao Han, Wei Han, Deep Yap, Cheng-Ming Chiang |
| 2016 | DATE | Distributed-neuron-network based machine learning on smart-gateway network towards real-time indoor data analytics. | Hantao Huang, Yuehua Cai, Hao Yu |
| 2016 | ISCAS | On-line machine learning accelerator on digital RRAM-crossbar. | Leibin Ni, Hantao Huang, Hao Yu |
| 2015 | DATE | An energy-efficient non-volatile in-memory accelerator for sparse-representation based face recognition. | Yuhao Wang, Hantao Huang, Leibin Ni, Hao Yu, Mei Yan, Chuliang Weng, Wei Yang, Junfeng Zhao |
| 2014 | ICCAD | Reinforcement learning based self-adaptive voltage-swing adjustment of 2.5D I/Os for many-core microprocessor and memory communication. | Hantao Huang, Sai Manoj Pudukotai Dinakarrao, Dongjun Xu, Hao Yu, Zhigang Hao |
| 2014 | ISLPED | An energy-efficient 2.5D through-silicon interposer I/O with self-adaptive adjustment of output-voltage swing. | Dongjun Xu, Sai Manoj Pudukotai Dinakarrao, Hantao Huang, Ningmei Yu, Hao Yu |
| 2012 | DATE | Fair energy resource allocation by minority game algorithm for smart buildings. | Chun Zhang, Wei Wu, Hantao Huang, Hao Yu |