Xijie Huang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 30

Top Topics

Interactive Video

Visual Analytics

Quantization Error

Top Venues

IEEE Trans. Circuits Syst. II Express Briefs

Publications

Zheng Liu, Hao Liang, Xijie Huang, Wentao Xiong, Qinhan Yu, Linzhuang Sun, Chong Chen, Conghui He, Bin Cui, Wentao Zhang
SynthVLM: High-Efficiency and High-Quality Synthetic Data for Vision Language Models. CoRR (2024)
Xijie Huang, Zechun Liu, Shih-Yang Liu, Kwang-Ting Cheng
RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization. CoRR (2024)
Jianben He, Xingbo Wang, Kamkwai Wong, Xijie Huang, Changjian Chen, Zixin Chen, Fengjie Wang, Min Zhu, Huamin Qu
: A Visual Analytics Approach for Interactive Video Programming. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Pingcheng Dong, Yonghao Tan, Dong Zhang, Tianwei Ni, Xuejiao Liu, Yu Liu, Peng Luo, Luhong Liang, Shih-Yang Liu, Xijie Huang, Huaiyu Zhu, Yun Pan, Fengwei An, Kwang-Ting Cheng
Genetic Quantization-Aware Approximation for Non-Linear Operations in Transformers. CoRR (2024)
Hao Liang, Linzhuang Sun, Jingxuan Wei, Xijie Huang, Linkun Sun, Bihui Yu, Conghui He, Wentao Zhang
Synth-Empathy: Towards High-Quality Synthetic Empathy Data. CoRR (2024)
Xijie Huang, Xinyuan Wang, Hantao Zhang, Jiawen Xi, Jingkun An, Hao Wang, Chengwei Pan
Cross-Modality Jailbreak and Mismatched Attacks on Medical Multimodal Large Language Models. CoRR (2024)
Hao Liang, Jiapeng Li, Tianyi Bai, Xijie Huang, Linzhuang Sun, Zhengren Wang, Conghui He, Bin Cui, Chong Chen, Wentao Zhang
KeyVideoLLM: Towards Large-scale Video Keyframe Selection. CoRR (2024)
Xijie Huang, Zechun Liu, Shih-Yang Liu, Kwang-Ting Cheng
Efficient Quantization-aware Training with Adaptive Coreset Selection. CoRR (2023)
Jianben He, Xingbo Wang, Kamkwai Wong, Xijie Huang, Changjian Chen, Zixin Chen, Fengjie Wang, Min Zhu, Huamin Qu
VideoPro: A Visual Analytics Approach for Interactive Video Programming. CoRR (2023)
Shih-Yang Liu, Zechun Liu, Xijie Huang, Pingcheng Dong, Kwang-Ting Cheng
LLM-FP4: 4-Bit Floating-Point Quantized Transformers. CoRR (2023)
Chi-Hsuan Wu, Shih-Yang Liu, Xijie Huang, Xingbo Wang, Rong Zhang, Luca Minciullo, Wong Kai Yiu, Kenny Kwan, Kwang-Ting Cheng
CMOSE: Comprehensive Multi-Modality Online Student Engagement Dataset with High-Quality Labels. CoRR (2023)
Shih-Yang Liu, Zechun Liu, Xijie Huang, Pingcheng Dong, Kwang-Ting Cheng
LLM-FP4: 4-Bit Floating-Point Quantized Transformers. EMNLP (2023)
Xijie Huang, Zhiqiang Shen, Kwang-Ting Cheng
Variation-aware Vision Transformer Quantization. CoRR (2023)
Xijie Huang, Li Lyna Zhang, Kwang-Ting Cheng, Mao Yang
Boosting LLM Reasoning: Push the Limits of Few-shot Learning with Reinforced In-Context Pruning. CoRR (2023)
Xianghong Hu, Xuejiao Liu, Yu Liu, Haowei Zhang, Xijie Huang, Xihao Guan, Luhong Liang, Chi-Ying Tsui, Xiaoming Xiong, Kwang-Ting Cheng
A Tiny Accelerator for Mixed-Bit Sparse CNN Based on Efficient Fetch Method of SIMO SPad. IEEE Trans. Circuits Syst. II Express Briefs 70 (8) (2023)
Jeffry Wicaksana, Zengqiang Yan, Dong Zhang, Xijie Huang, Huimin Wu, Xin Yang, Kwang-Ting Cheng
FedMix: Mixed Supervised Federated Learning for Medical Image Segmentation. IEEE Trans. Medical Imaging 42 (7) (2023)
Xijie Huang, Zhiqiang Shen, Shichao Li, Zechun Liu, Xianghong Hu, Jeffry Wicaksana, Eric P. Xing, Kwang-Ting Cheng
SDQ: Stochastic Differentiable Quantization with Mixed Precision. ICML (2022)
Yong-Lu Li, Xinpeng Liu, Xiaoqian Wu, Xijie Huang, Liang Xu, Cewu Lu
Transferable Interactiveness Knowledge for Human-Object Interaction Detection. IEEE Trans. Pattern Anal. Mach. Intell. 44 (7) (2022)
Xijie Huang, Zhiqiang Shen, Shichao Li, Zechun Liu, Xianghong Hu, Jeffry Wicaksana, Eric P. Xing, Kwang-Ting Cheng
SDQ: Stochastic Differentiable Quantization with Mixed Precision. CoRR (2022)
Jeffry Wicaksana, Zengqiang Yan, Dong Zhang, Xijie Huang, Huimin Wu, Xin Yang, Kwang-Ting Cheng
FedMix: Mixed Supervised Federated Learning for Medical Image Segmentation. CoRR (2022)
Yong-Lu Li, Xinpeng Liu, Xiaoqian Wu, Xijie Huang, Liang Xu, Cewu Lu
Transferable Interactiveness Knowledge for Human-Object Interaction Detection. CoRR (2021)
Jun Gao, Canpeng Huang, Xijie Huang, Kaishan Huang, Hong Wang
Classification of Imbalanced Fetal Health Data by PSO Based Ensemble Recursive Feature Elimination ANN. ICSI (2) (2021)
Xijie Huang, Jeffry Wicaksana, Shichao Li, Kwang-Ting Cheng
Automated Vision-Based Wellness Analysis for Elderly Care Centers. CoRR (2021)
Yonglu Li, Liang Xu, Xinpeng Liu, Xijie Huang, Yue Xu, Shiyi Wang, Haoshu Fang, Ze Ma, Mingyang Chen, Cewu Lu
PaStaNet: Toward Human Activity Knowledge Engine. CVPR (2020)
Xijie Huang, Peng Qian, Manhua Liu
Latent Fingerprint Image Enhancement Based on Progressive Generative Adversarial Network. CVPR Workshops (2020)
Yonglu Li, Liang Xu, Xinpeng Liu, Xijie Huang, Yue Xu, Shiyi Wang, Haoshu Fang, Ze Ma, Mingyang Chen, Cewu Lu
PaStaNet: Toward Human Activity Knowledge Engine. CoRR (2020)
Yonglu Li, Liang Xu, Xijie Huang, Xinpeng Liu, Ze Ma, Mingyang Chen, Shiyi Wang, Haoshu Fang, Cewu Lu
HAKE: Human Activity Knowledge Engine. CoRR (2019)
Yonglu Li, Siyuan Zhou, Xijie Huang, Liang Xu, Ze Ma, Haoshu Fang, Yanfeng Wang, Cewu Lu
Transferable Interactiveness Knowledge for Human-Object Interaction Detection. CVPR (2019)
Xijie Huang, Moustafa Alzantot, Mani B. Srivastava
NeuronInspect: Detecting Backdoors in Neural Networks via Output Explanations. CoRR (2019)
Yonglu Li, Siyuan Zhou, Xijie Huang, Liang Xu, Ze Ma, Haoshu Fang, Yanfeng Wang, Cewu Lu
Transferable Interactiveness Prior for Human-Object Interaction Detection. CoRR (2018)