Shiyao Li

60 papers A* 9A 5B 3Misc 1Journal 36Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Achieving precise cropland parcel extraction from remote sensing images through integration of segment anything model and adaptive mask refinement.
Comput. Electron. Agric.
Huibin Li, Jianyu Zhu, Xing Mao, Xueli Hao, Shiyao Li, Qiangyi Yu, Yun Shi, Jianping Qian
2026 J jnl
CD-LLM: A Heterogeneous Multi-FPGA System for Batched Decoding of 70B+ LLMs Using a Compute-Dedicated Architecture.
ACM Trans. Reconfigurable Technol. Syst.
Wenheng Ma, Xinhao Yang, Shulin Zeng, Tengxuan Liu, Libo Shen, Hongyi Wang, Shiyao Li, Ke Hong, Zhenhua Zhu, Xuefei Ning, Tsung-Yi Ho, Guohao Dai, Yu Wang
2026 A* conf
Does a Picture Paint a Thousand Words? Using Visual and Textual Channels to Understand Attitudes and Beliefs.
CHI
Shiyao Li, Roshini Deva, Arpit Narechania, Alireza Karduni, Cindy Xiong Bearfield, Emily Wall
2026 J jnl
MAGICIAN: Efficient Long-Term Planning with Imagined Gaussians for Active Mapping.
CoRR
Shiyao Li, Antoine Guédon, Shizhe Chen, Vincent Lepetit
2026 J jnl
Towards Floating Point-Based AI Acceleration: Hybrid PIM with Non-Uniform Data Format and Reduced Multiplications.
ACM Trans. Design Autom. Electr. Syst.
Lidong Guo, Zhenhua Zhu, Xuefei Ning, Tengxuan Liu, Shiyao Li, Guohao Dai, Huazhong Yang, Wangyang Fu, Yu Wang
2026 J jnl
UDE-Based Robust Model Predictive Control With Flexible Constraints: Design and Pointing Servo Applications.
IEEE Trans Autom. Sci. Eng.
Shiyao Li, Chen Wei, Baoqing Yang, Yining Zhou, Bo Zhu, Jie Ma
2025 B conf
Addressing Spoofing and Unauthorized Access: DL-Based Satellite Physical-Layer Authentication.
WCNC
Yi Zhang, Bo Zang, Lin Li, Hongbing Ji, Shiyao Li
2025 Misc conf
Cluster-Refined Optimal Transport for Unsupervised Action Segmentation.
ICASSP
Shijie Wang, Jinrong Zhang, Yule Liu, Shiyao Li, Lin Feng
2025 A* conf
Confirmation Bias: The Double-Edged Sword of Data Facts in Visual Data Communication.
CHI
Shiyao Li, Thomas James Davidson, Cindy Xiong Bearfield, Emily Wall
2025 J jnl
Design and kinetostatic analysis of a tip-stiffness improved compliant continuum robot using anti-buckling universal joints.
Int. J. Robotics Res.
Shiyao Li, Salih Abdelaziz, Long Wang, Guangbo Hao
2025 A conf
FMC-LLM: Enabling FPGAs for Efficient Batched Decoding of 70B+ LLMs with a Memory-Centric Streaming Architecture.
FPGA
Wenheng Ma, Xinhao Yang, Shulin Zeng, Tengxuan Liu, Libo Shen, Hongyi Wang, Shiyao Li, Jiewen Wang, Yuhan Zhang, Hao Guo, Jintao Li, Ziming Zhang, Zhenhua Zhu, Xuefei Ning, Tsung-Yi Ho, Guohao Dai, Yu Wang
2025 A* conf
Knowledge-Driven Visual Target Navigation: Dual Graph Navigation.
ICRA
Shiyao Li, Ziyang Meng, Jiansong Pei, Jiahao Chen, Bingcheng Dong, Guangsheng Li, Shenglan Liu, Feilong Wang
2025 A* conf
MBQ: Modality-Balanced Quantization for Large Vision-Language Models.
CVPR
Shiyao Li, Yingchun Hu, Xuefei Ning, Xihui Liu, Ke Hong, Xiaotao Jia, Xiuhong Li, Yaqi Yan, Pei Ran, Guohao Dai, Shengen Yan, Huazhong Yang, Yu Wang
2025 J jnl
MICACL: Multi-Instance Category-Aware Contrastive Learning for Long-Tailed Dynamic Facial Expression Recognition.
CoRR
Feng-Qi Cui, Zhen Lin, Xinlong Rao, Anyang Tong, Shiyao Li, Fei Wang, Changlin Chen, Bin Liu
2025 J jnl
Networked pointing system: Bearing-only target localization and pointing control.
CoRR
Shiyao Li, Bo Zhu, Yining Zhou, Jie Ma, Baoqing Yang, Fenghua He
2025 A* conf
NextBestPath: Efficient 3D Mapping of Unseen Environments.
ICLR
Shiyao Li, Antoine Guédon, Clémentin Boittiaux, Shizhe Chen, Vincent Lepetit
2025 J jnl
NextBestPath: Efficient 3D Mapping of Unseen Environments.
CoRR
Shiyao Li, Antoine Guédon, Clémentin Boittiaux, Shizhe Chen, Vincent Lepetit
2025 J jnl
PM-KVQ: Progressive Mixed-precision KV Cache Quantization for Long-CoT LLMs.
CoRR
Tengxuan Liu, Shiyao Li, Jiayi Yang, Tianchen Zhao, Feng Zhou, Xiaohui Song, Guohao Dai, Shengen Yan, Huazhong Yang, Yu Wang
2025 B conf
Satellite Signal Recognition Based on Deep Approximate Representation Network.
WCNC
Shiyao Li, Hongbing Ji, Lin Li, Yi Zhang
2025 J jnl
Unified multi-protocol MRI for Alzheimer's disease diagnosis: Dual-decoder adversarial autoencoder and ensemble residual shrinkage attention network.
Biomed. Signal Process. Control.
Shiyao Li, Shukuan Lin, Yue Tu, Jianzhong Qiao, Shenao Xiao
2025 A* conf
ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation.
ICLR
Tianchen Zhao, Tongcheng Fang, Haofeng Huang, Rui Wan, Widyadewi Soedarmadji, Enshu Liu, Shiyao Li, Zinan Lin, Guohao Dai, Shengen Yan, Huazhong Yang, Xuefei Ning, Yu Wang
2025 J jnl
WOLF: Weight-Level OutLier and Fault Integration for Reliable LLM Deployment.
IEEE Trans. Computers
Chong Wang, Wanyi Fu, Jiangwei Zhang, Shiyao Li, Rui Hou, Jian Yang, Yu Wang
2025 J jnl
What Data Do and Do Not Represent: Visualizing the Archive of Slavery.
IEEE Computer Graphics and Applications
Shiyao Li, Margy Adams, Tanvi Sharma, Jay Varner, Lauren F. Klein
2024 J jnl
A Methodological Framework for New Product Development in Fuzzy Environments.
Syst.
Chun-Ming Yang, Shiyao Li, Kuen-Suan Chen, Mingyuan Li, Wei Lo
2024 J jnl
A Survey on Efficient Inference for Large Language Models.
CoRR
Zixuan Zhou, Xuefei Ning, Ke Hong, Tianyu Fu, Jiaming Xu, Shiyao Li, Yuming Lou, Luning Wang, Zhihang Yuan, Xiuhong Li, Shengen Yan, Guohao Dai, Xiao-Ping Zhang, Yuhan Dong, Yu Wang
2024 — conf
CSKV: Training-Efficient Channel Shrinking for KV Cache in Long-Context Scenarios.
ENLSP
Luning Wang, Shiyao Li, Xuefei Ning, Zhihang Yuan, Shengen Yan, Guohao Dai, Yu Wang
2024 J jnl
CSKV: Training-Efficient Channel Shrinking for KV Cache in Long-Context Scenarios.
CoRR
Luning Wang, Shiyao Li, Xuefei Ning, Zhihang Yuan, Shengen Yan, Guohao Dai, Yu Wang
2024 A* conf
Can LLMs Learn by Teaching for Better Reasoning? A Preliminary Study.
NeurIPS
Xuefei Ning, Zifu Wang, Shiyao Li, Zinan Lin, Peiran Yao, Tianyu Fu, Matthew B. Blaschko, Guohao Dai, Huazhong Yang, Yu Wang
2024 J jnl
Can LLMs Learn by Teaching? A Preliminary Study.
CoRR
Xuefei Ning, Zifu Wang, Shiyao Li, Zinan Lin, Peiran Yao, Tianyu Fu, Matthew B. Blaschko, Guohao Dai, Huazhong Yang, Yu Wang
2024 A* conf
Evaluating Quantized Large Language Models.
ICML
Shiyao Li, Xuefei Ning, Luning Wang, Tengxuan Liu, Xiangsheng Shi, Shengen Yan, Guohao Dai, Huazhong Yang, Yu Wang
2024 J jnl
Evaluating Quantized Large Language Models.
CoRR
Shiyao Li, Xuefei Ning, Luning Wang, Tengxuan Liu, Xiangsheng Shi, Shengen Yan, Guohao Dai, Huazhong Yang, Yu Wang
2024 A conf
Fast and Efficient 2-bit LLM Inference on GPU: 2/4/16-bit in a Weight Matrix with Asynchronous Dequantization.
ICCAD
Jinhao Li, Jiaming Xu, Shiyao Li, Shan Huang, Jun Liu, Yaoxiu Lian, Guohao Dai
2024 A conf
FlightLLM: Efficient Large Language Model Inference with a Complete Mapping Flow on FPGAs.
FPGA
Shulin Zeng, Jun Liu, Guohao Dai, Xinhao Yang, Tianyu Fu, Hongyi Wang, Wenheng Ma, Hanbo Sun, Shiyao Li, Zixiao Huang, Yadong Dai, Jintao Li, Zehao Wang, Ruoyu Zhang, Kairui Wen, Xuefei Ning, Yu Wang
2024 J jnl
FlightLLM: Efficient Large Language Model Inference with a Complete Mapping Flow on FPGAs.
CoRR
Shulin Zeng, Jun Liu, Guohao Dai, Xinhao Yang, Tianyu Fu, Hongyi Wang, Wenheng Ma, Hanbo Sun, Shiyao Li, Zixiao Huang, Yadong Dai, Jintao Li, Zehao Wang, Ruoyu Zhang, Kairui Wen, Xuefei Ning, Yu Wang
2024 J jnl
GateAttentionPose: Enhancing Pose Estimation with Agent Attention and Improved Gated Convolutions.
CoRR
Liang Feng, Zhixuan Shen, Lihua Wen, Shiyao Li, Ming Xu
2024 — conf
Joint Semantic Relation Extraction for Multiple Entity Packets.
APWeb/WAIM (1)
Yuncheng Shi, Jiahui Wang, Zehao Huang, Shiyao Li, Chengjie Xue, Kun Yue
2024 J jnl
LV-Eval: A Balanced Long-Context Benchmark with 5 Length Levels Up to 256K.
CoRR
Tao Yuan, Xuefei Ning, Dong Zhou, Zhijie Yang, Shiyao Li, Minghui Zhuang, Zheyue Tan, Zhuyu Yao, Dahua Lin, Boxun Li, Guohao Dai, Shengen Yan, Yu Wang
2024 J jnl
MBQ: Modality-Balanced Quantization for Large Vision-Language Models.
CoRR
Shiyao Li, Yingchun Hu, Xuefei Ning, Xihui Liu, Ke Hong, Xiaotao Jia, Xiuhong Li, Yaqi Yan, Pei Ran, Guohao Dai, Shengen Yan, Huazhong Yang, Yu Wang
2024 J jnl
MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression.
CoRR
Tianyu Fu, Haofeng Huang, Xuefei Ning, Genghan Zhang, Boju Chen, Tianqi Wu, Hongyi Wang, Zixiao Huang, Shiyao Li, Shengen Yan, Guohao Dai, Huazhong Yang, Yu Wang
2024 — conf
PMAFusion: Projection-Based Multi-Modal Alignment for 3D Semantic Occupancy Prediction.
CVPR Workshops
Shiyao Li, Wenming Yang, Qingmin Liao
2024 J jnl
Performance Evaluation of Carbon-Neutral Cities Based on Fuzzy AHP and HFS-VIKOR.
Syst.
Chun-Ming Yang, Shiyao Li, Ding-xuan Huang, Wei Lo
2024 A conf
TCP: Triplet Contrastive-relationship Preserving for Class-Incremental Learning.
WACV
Shiyao Li, Xuefei Ning, Shanghang Zhang, Lidong Guo, Tianchen Zhao, Huazhong Yang, Yu Wang
2024 J jnl
Toward High-Accuracy and Real-Time Two-Stage Small Object Detection on FPGA.
IEEE Trans. Circuits Syst. Video Technol.
Shiyao Li, Zhenhua Zhu, Hanbo Sun, Xuefei Ning, Guohao Dai, Yiming Hu, Huazhong Yang, Yu Wang
2024 A conf
Towards Floating Point-Based Attention-Free LLM: Hybrid PIM with Non-Uniform Data Format and Reduced Multiplications.
ICCAD
Lidong Guo, Zhenhua Zhu, Tengxuan Liu, Xuefei Ning, Shiyao Li, Guohao Dai, Huazhong Yang, Wangyang Fu, Yu Wang
2024 J jnl
ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation.
CoRR
Tianchen Zhao, Tongcheng Fang, Enshu Liu, Rui Wan, Widyadewi Soedarmadji, Shiyao Li, Zinan Lin, Guohao Dai, Shengen Yan, Huazhong Yang, Xuefei Ning, Yu Wang
2023 J jnl
A robust common-weights WENO scheme based on the flux vector splitting for Euler equations.
Commun. Nonlinear Sci. Numer. Simul.
Yiqing Shen, Shiyao Li, Shengping Liu, Kai Cui, Guannan Zheng
2023 J jnl
An Approach for Monitoring Shallow Surface Outcrop Mining Activities Based on Multisource Satellite Remote Sensing Data.
Remote. Sens.
Shiyao Li, Run Wang, Lei Wang, Shaoyu Liu, Jiang Ye, Hang Xu, Ruiqing Niu
2023 J jnl
Fast and Efficient 2-bit LLM Inference on GPU: 2/4/16-bit in a Weight Matrix with Asynchronous Dequantization.
CoRR
Jinhao Li, Jiaming Xu, Shiyao Li, Shan Huang, Jun Liu, Yaoxiu Lian, Guohao Dai
2023 A* conf
Memory-Efficient and Real-Time SPAD-based dToF Depth Sensor with Spatial and Statistical Correlation.
DAC
Shiyao Li, Zhenhua Zhu, Yu Zhu, Qingpeng Zhu, Jiangwei Zhang, Wenxiu Sun, Guohao Dai, Fei Qiao, Huazhong Yang, Yu Wang
2022 J jnl
A Unified FPGA Virtualization Framework for General-Purpose Deep Neural Networks in the Cloud.
ACM Trans. Reconfigurable Technol. Syst.
Shulin Zeng, Guohao Dai, Hanbo Sun, Jun Liu, Shiyao Li, Guangjun Ge, Kai Zhong, Kaiyuan Guo, Yu Wang, Huazhong Yang
2021 J jnl
An efficient targeted ENO scheme with local adaptive dissipation for compressible flow simulation.
J. Comput. Phys.
Jun Peng, Shengping Liu, Shiyao Li, Ke Zhang, Yiqing Shen
2021 — conf
Stability Analysis of Switched Continuous-time Systems with Stable and Unstable Subsystems.
ITQM
Shiyao Li, Xingwen Liu, Yulin Song
2021 J jnl
Water Pollution Control and Treatment Based on Quantum Dot Chemical and Biological High-Sensitivity Sensing.
J. Sensors
Guihua Zheng, Shiyao Li, Ting Zhang, Feiyun Zhu, Jing Sun, Shuangjiang Li, Linfeng You
2020 J jnl
A novel method for constructing high accurate and robust WENO-Z type scheme.
CoRR
Yiqing Shen, Ke Zhang, Shiyao Li, Jun Peng
2020 B conf
Adapting Educational Technologies Across Learner Populations: A Usability Study with Adolescents on the Autism Spectrum.
CogSci
Xiaoman Zi, Shiyao Li, Roxanne Rashedi, Marian Rushdy, Ben Lane, Shitanshu Mishra, Gautam Biswas, Amy Swanson, Amy Kinsman, Nicole Bardett, Zachary Warren, Pablo Juárez, Maithilee Kunda
2020 — conf
Characterizing Datasets for Social Visual Question Answering, and the New TinySocial Dataset.
ICDL-EPIROB
Zhanwen Chen, Shiyao Li, Roxanne Rashedi, Xiaoman Zi, Morgan Elrod-Erickson, Bryan Hollis, Angela Maliakal, Xinyu Shen, Simeng Zhao, Maithilee Kunda
2020 J jnl
Characterizing Datasets for Social Visual Question Answering, and the New TinySocial Dataset.
CoRR
Zhanwen Chen, Shiyao Li, Roxanne Rashedi, Xiaoman Zi, Morgan Elrod-Erickson, Bryan Hollis, Angela Maliakal, Xinyu Shen, Simeng Zhao, Maithilee Kunda
2019 J jnl
Landslide Susceptibility Mapping Based on Weighted Gradient Boosting Decision Tree in Wanzhou Section of the Three Gorges Reservoir Area (China).
ISPRS Int. J. Geo Inf.
Yingxu Song, Ruiqing Niu, Shiluo Xu, Runqing Ye, Ling Peng, Tao Guo, Shiyao Li, Tao Chen
2017 J jnl
基于深度极限学习机的危险源识别算法HIELM (Hazard Identification Algorithm Based on Deep Extreme Learning Machine).
计算机科学
Shiyao Li, Liang Zhou, Hu Liu
2010 — conf
Research on a Novel Medical Image Non-rigid Registration Method Based on Improved SIFT Algorithm.
LSMS/ICSEE
Anna Wang, Dan Lv, Zhe Wang, Shiyao Li