Shiyuan Huang

According to our database, Shiyuan Huang authored at least 28 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

STCO: Enhancing Training Efficiency via Structured Sparse Tensor Compilation Optimization.

Shiyuan Huang, Fangxin Liu, Tian Li, Zongwu Wang, Ning Yang, Haoming Li, Li Jiang

ACM Trans. Design Autom. Electr. Syst., 2025

2024

WIDIn: Wording Image for Domain-Invariant Representation in Single-Source Domain Generalization.

Jiawei Ma, Yulei Niu, Shiyuan Huang, Guangxing Han, Shih-Fu Chang

CoRR, 2024

COMPASS: SRAM-Based Computing-in-Memory SNN Accelerator with Adaptive Spike Speculation.

Zongwu Wang, Fangxin Liu, Ning Yang, Shiyuan Huang, Haomin Li, Li Jiang

Proceedings of the 57th IEEE/ACM International Symposium on Microarchitecture, 2024

LowPASS: A Low power PIM-based accelerator with Speculative Scheme for SNNs.

Fangxin Liu, Shiyuan Huang, Longyu Zhao, Li Jiang, Zongwu Wang

Proceedings of the 29th ACM/IEEE International Symposium on Low Power Electronics and Design, 2024

Personalized Video Comment Generation.

Xudong Lin, Ali Zare, Shiyuan Huang, Ming-Hsuan Yang, Shih-Fu Chang, Li Zhang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

INSPIRE: Accelerating Deep Neural Networks via Hardware-friendly Index-Pair Encoding.

Fangxin Liu, Ning Yang, Zhiyan Song, Zongwu Wang, Haomin Li, Shiyuan Huang, Zhuoran Song, Songwen Pei, Li Jiang

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

TSTC: Enabling Efficient Training via Structured Sparse Tensor Compilation.

Shiyuan Huang, Fangxin Liu, Tian Li, Zongwu Wang, Haomin Li, Li Jiang

Proceedings of the 29th Asia and South Pacific Design Automation Conference, 2024

2023

A Theoretical and Experimental Investigation on the Fracture Mechanism of Center-Symmetric Closed Crack in Compacted Clay under Compression-Shear Loading.

Shiyuan Huang, Xiaofeng Zhang, Wenbing Yu, Xudong Li, Songyang Jin, Hongbo Du

Symmetry, August, 2023

Effects of Support Friction on Mixed-Mode I/II Fracture Behavior of Compacted Clay Using Notched Deep Beam Specimens under Symmetric Fixed Support.

Shiyuan Huang, Xudong Li, Wenbing Yu, Xiaofeng Zhang, Hongbo Du

Symmetry, 2023

Characterizing Video Question Answering with Sparsified Inputs.

Shiyuan Huang, Robinson Piramuthu, Vicente Ordonez, Shih-Fu Chang, Gunnar A. Sigurdsson

CoRR, 2023

Can Large Language Models Explain Themselves? A Study of LLM-Generated Self-Explanations.

Shiyuan Huang, Siddarth Mamidanna, Shreedhar Jangam, Yilun Zhou, Leilani H. Gilpin

CoRR, 2023

How Social Robots can Influence Motivation as Motivators in Learning: A Scoping Review.

Heqiu Song, Shiyuan Huang, Emilia I. Barakova, Jaap Ham, Panos Markopoulos

Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

TempCLR: Temporal Alignment Representation with Contrastive Learning.

Yuncong Yang, Jiawei Ma, Shiyuan Huang, Long Chen, Xudong Lin, Guangxing Han, Shih-Fu Chang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection.

Jiawei Ma, Yulei Niu, Jincheng Xu, Shiyuan Huang, Guangxing Han, Shih-Fu Chang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Supervised Masked Knowledge Distillation for Few-Shot Transformers.

Han Lin, Guangxing Han, Jiawei Ma, Shiyuan Huang, Xudong Lin, Shih-Fu Chang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval.

Xudong Lin, Simran Tiwari, Shiyuan Huang, Manling Li, Mike Zheng Shou, Heng Ji, Shih-Fu Chang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Multimodal Few-Shot Object Detection with Meta-Learning Based Cross-Modal Prompting.

Guangxing Han, Jiawei Ma, Shiyuan Huang, Long Chen, Rama Chellappa, Shih-Fu Chang

CoRR, 2022

Few-Shot End-to-End Object Detection via Constantly Concentrated Encoding Across Heads.

Jiawei Ma, Guangxing Han, Shiyuan Huang, Yuncong Yang, Shih-Fu Chang

Proceedings of the Computer Vision - ECCV 2022, 2022

Video in 10 Bits: Few-Bit VideoQA for Efficiency and Privacy.

Shiyuan Huang, Robinson Piramuthu, Shih-Fu Chang, Gunnar A. Sigurdsson

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Task-Adaptive Negative Envision for Few-Shot Open-Set Recognition.

Shiyuan Huang, Jiawei Ma, Guangxing Han, Shih-Fu Chang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Few-Shot Object Detection with Fully Cross-Transformer.

Guangxing Han, Jiawei Ma, Shiyuan Huang, Long Chen, Shih-Fu Chang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment.

Guangxing Han, Shiyuan Huang, Jiawei Ma, Yicheng He, Shih-Fu Chang

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks.

Guangxing Han, Yicheng He, Shiyuan Huang, Jiawei Ma, Shih-Fu Chang

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Task-Adaptive Negative Class Envision for Few-Shot Open-Set Recognition.

Shiyuan Huang, Jiawei Ma, Guangxing Han, Shih-Fu Chang

CoRR, 2020

2019

Shallow Landslide Susceptibility Mapping in Sochi Ski-Jump Area Using GIS and Numerical Modelling.

Kai Kang, Andrey Ponomarev, Oleg Zerkal, Shiyuan Huang, Qigen Lin

ISPRS Int. J. Geo Inf., 2019

Flow-Distilled IP Two-Stream Networks for Compressed Video Action Recognition.

Shiyuan Huang, Xudong Lin, Svebor Karaman, Shih-Fu Chang

CoRR, 2019

2018

Traceability of Food Safety Based on Block Chain and RFID Technology.

Wanjun Yu, Shiyuan Huang

Proceedings of the 11th International Symposium on Computational Intelligence and Design, 2018

Pyramid Structured Optical Flow Learning with Motion Cues.

Ji Dai, Shiyuan Huang, Truong Nguyen

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018