Xijie Huang

According to our database, Xijie Huang authored at least 26 papers between 2018 and 2024.

Collaborative distances:

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

2024

: A Visual Analytics Approach for Interactive Video Programming.

Jianben He, Xingbo Wang, Kamkwai Wong, Xijie Huang, Changjian Chen, Zixin Chen, Fengjie Wang, Min Zhu, Huamin Qu

IEEE Trans. Vis. Comput. Graph., January, 2024

Synth-Empathy: Towards High-Quality Synthetic Empathy Data.

Hao Liang, Linzhuang Sun, Jingxuan Wei, Xijie Huang, Linkun Sun, Bihui Yu, Conghui He, Wentao Zhang

CoRR, 2024

SynthVLM: High-Efficiency and High-Quality Synthetic Data for Vision Language Models.

Zheng Liu, Hao Liang, Xijie Huang, Wentao Xiong, Qinhan Yu, Linzhuang Sun, Chong Chen, Conghui He, Bin Cui, Wentao Zhang

CoRR, 2024

KeyVideoLLM: Towards Large-scale Video Keyframe Selection.

Hao Liang, Jiapeng Li, Tianyi Bai, Xijie Huang, Linzhuang Sun, Zhengren Wang, Conghui He, Bin Cui, Chong Chen, Wentao Zhang

CoRR, 2024

Cross-Modality Jailbreak and Mismatched Attacks on Medical Multimodal Large Language Models.

Xijie Huang, Xinyuan Wang, Hantao Zhang, Jiawen Xi, Jingkun An, Hao Wang, Chengwei Pan

CoRR, 2024

Fewer is More: Boosting Math Reasoning with Reinforced Context Pruning.

Xijie Huang, Li Lyna Zhang, Kwang-Ting Cheng, Fan Yang, Mao Yang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization.

Xijie Huang, Zechun Liu, Shih-Yang Liu, Kwang-Ting Cheng

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

Genetic Quantization-Aware Approximation for Non-Linear Operations in Transformers.

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

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

CMOSE: Comprehensive Multi-Modality Online Student Engagement Dataset with High-Quality Labels.

Chi-Hsuan Wu, Shih-Yang Liu, Xijie Huang, Xingbo Wang, Rong Zhang, Luca Minciullo, Wong Kai Yiu, Kenny Kwan, Kwang-Ting Cheng

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

A Tiny Accelerator for Mixed-Bit Sparse CNN Based on Efficient Fetch Method of SIMO SPad.

Xianghong Hu, Xuejiao Liu, Yu Liu, Haowei Zhang, Xijie Huang, Xihao Guan, Luhong Liang, Chi-Ying Tsui, Xiaoming Xiong, Kwang-Ting Cheng

IEEE Trans. Circuits Syst. II Express Briefs, August, 2023

FedMix: Mixed Supervised Federated Learning for Medical Image Segmentation.

Jeffry Wicaksana, Zengqiang Yan, Dong Zhang, Xijie Huang, Huimin Wu, Xin Yang, Kwang-Ting Cheng

IEEE Trans. Medical Imaging, 2023

Boosting LLM Reasoning: Push the Limits of Few-shot Learning with Reinforced In-Context Pruning.

Xijie Huang, Li Lyna Zhang, Kwang-Ting Cheng, Mao Yang

CoRR, 2023

VideoPro: A Visual Analytics Approach for Interactive Video Programming.

Jianben He, Xingbo Wang, Kamkwai Wong, Xijie Huang, Changjian Chen, Zixin Chen, Fengjie Wang, Min Zhu, Huamin Qu

CoRR, 2023

Variation-aware Vision Transformer Quantization.

Xijie Huang, Zhiqiang Shen, Kwang-Ting Cheng

CoRR, 2023

Efficient Quantization-aware Training with Adaptive Coreset Selection.

Xijie Huang, Zechun Liu, Shih-Yang Liu, Kwang-Ting Cheng

CoRR, 2023

LLM-FP4: 4-Bit Floating-Point Quantized Transformers.

Shih-Yang Liu, Zechun Liu, Xijie Huang, Pingcheng Dong, Kwang-Ting Cheng

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

Transferable Interactiveness Knowledge for Human-Object Interaction Detection.

Yong-Lu Li, Xinpeng Liu, Xiaoqian Wu, Xijie Huang, Liang Xu, Cewu Lu

IEEE Trans. Pattern Anal. Mach. Intell., 2022

SDQ: Stochastic Differentiable Quantization with Mixed Precision.

Xijie Huang, Zhiqiang Shen, Shichao Li, Zechun Liu, Xianghong Hu, Jeffry Wicaksana, Eric P. Xing, Kwang-Ting Cheng

Proceedings of the International Conference on Machine Learning, 2022

2021

Automated Vision-Based Wellness Analysis for Elderly Care Centers.

Xijie Huang, Jeffry Wicaksana, Shichao Li, Kwang-Ting Cheng

CoRR, 2021

Classification of Imbalanced Fetal Health Data by PSO Based Ensemble Recursive Feature Elimination ANN.

Jun Gao, Canpeng Huang, Xijie Huang, Kaishan Huang, Hong Wang

Proceedings of the Advances in Swarm Intelligence - 12th International Conference, 2021

2020

PaStaNet: Toward Human Activity Knowledge Engine.

Yong-Lu Li, Liang Xu, Xinpeng Liu, Xijie Huang, Yue Xu, Shiyi Wang, Haoshu Fang, Ze Ma, Mingyang Chen, Cewu Lu

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Latent Fingerprint Image Enhancement Based on Progressive Generative Adversarial Network.

Xijie Huang, Peng Qian, Manhua Liu

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

NeuronInspect: Detecting Backdoors in Neural Networks via Output Explanations.

Xijie Huang, Moustafa Alzantot, Mani B. Srivastava

CoRR, 2019

HAKE: Human Activity Knowledge Engine.

Yong-Lu Li, Liang Xu, Xijie Huang, Xinpeng Liu, Ze Ma, Mingyang Chen, Shiyi Wang, Haoshu Fang, Cewu Lu

CoRR, 2019

Transferable Interactiveness Knowledge for Human-Object Interaction Detection.

Yong-Lu Li, Siyuan Zhou, Xijie Huang, Liang Xu, Ze Ma, Haoshu Fang, Yanfeng Wang, Cewu Lu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Transferable Interactiveness Prior for Human-Object Interaction Detection.

Yong-Lu Li, Siyuan Zhou, Xijie Huang, Liang Xu, Ze Ma, Haoshu Fang, Yanfeng Wang, Cewu Lu

CoRR, 2018