Xijie Huang

According to our database, Xijie Huang authored at least 35 papers between 2018 and 2025.

Collaborative distances:

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

2025

Reactive Aerobatic Flight via Reinforcement Learning.

Zhichao Han, Xijie Huang, Zhuxiu Xu, Jiarui Zhang, Yuze Wu, Mingyang Wang, Tianyue Wu, Fei Gao

CoRR, May, 2025

APSQ: Additive Partial Sum Quantization with Algorithm-Hardware Co-Design.

Yonghao Tan, Pingcheng Dong, Yongkun Wu, Yu Liu, Xuejiao Liu, Peng Luo, Shih-Yang Liu, Xijie Huang, Dong Zhang, Luhong Liang, Kwang-Ting Cheng

CoRR, May, 2025

AISafetyLab: A Comprehensive Framework for AI Safety Evaluation and Improvement.

Zhexin Zhang, Leqi Lei, Junxiao Yang, Xijie Huang, Yida Lu, Shiyao Cui, Renmiao Chen, Qinglin Zhang, Xinyuan Wang, Hao Wang, Hao Li, Xianqi Lei, Chengwei Pan, Lei Sha, Hongning Wang, Minlie Huang

CoRR, February, 2025

A 28nm 0.22μJ/Token Memory-Compute-Intensity-Aware CNN-Transformer Accelerator with Hybrid-Attention-Based Layer-Fusion and Cascaded Pruning for Semantic-Segmentation.

Pingcheng Dong, Yonghao Tan, Xuejiao Liu, Peng Luo, Yu Liu, Luhong Liang, Yitong Zhou, Di Pang, Manto Yung, Dong Zhang, Xijie Huang, Shih-Yang Liu, Yongkun Wu, Fengshi Tian, Chi-Ying Tsui, Fengbin Tu, Kwang-Ting Cheng

Proceedings of the IEEE International Solid-State Circuits Conference, 2025

SnapGen: Taming High-Resolution Text-to-Image Models for Mobile Devices with Efficient Architectures and Training.

Jierun Chen, Dongting Hu, Xijie Huang, Huseyin Coskun, Arpit Sahni, Aarush Gupta, Anujraaj Goyal, Dishani Lahiri, Rajesh Singh, Yerlan Idelbayev, Junli Cao, Yanyu Li, Kwang-Ting Cheng, S.-H. Gary Chan, Mingming Gong, Sergey Tulyakov, Anil Kag, Yanwu Xu, Jian Ren

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Medical MLLM Is Vulnerable: Cross-Modality Jailbreak and Mismatched Attacks on Medical Multimodal Large Language Models.

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

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

AGFSync: Leveraging AI-Generated Feedback for Preference Optimization in Text-to-Image Generation.

Jingkun An, Yinghao Zhu, Zongjian Li, Enshen Zhou, Haoran Feng, Xijie Huang, Bohua Chen, Yemin Shi, Chengwei Pan

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

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

Quantization Variation: A New Perspective on Training Transformers with Low-Bit Precision.

Xijie Huang, Zhiqiang Shen, Pingcheng Dong, Kwang-Ting Cheng

Trans. Mach. Learn. Res., 2024

Robust and Efficient Quantization-aware Training via Coreset Selection.

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

Trans. Mach. Learn. Res., 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