Xijie Huang

53 papers A* 10A 1Journal 36Unranked 6
YearRankTypeTitle / Venue / Authors
2026 — conf
31.1 A 14.08-to-135.69Token/s ReRAM-on-Logic Stacked Outlier-Free Large-Language-Model Accelerator with Block-Clustered Weight-Compression and Adaptive Parallel-Speculative-Decoding.
ISSCC
Pingcheng Dong, Yonghao Tan, Xuejiao Liu, Peng Luo, Yu Liu, Di Pang, Songchen Ma, Xijie Huang, Shih-Yang Liu, Dong Zhang, Zhichao Lu, Luhong Liang, Chi-Ying Tsui, Fengbin Tu, Liang Zhao, Kwang-Ting Cheng
2026 J jnl
Balancing FP8 Computation Accuracy and Efficiency on Digital CIM via Shift-Aware On-the-fly Aligned-Mantissa Bitwidth Prediction.
CoRR
Liang Zhao, Kunming Shao, Zhipeng Liao, Xijie Huang, Tim Kwang-Ting Cheng, Chi-Ying Tsui, Yi Zou
2026 J jnl
FFP-300K: Scaling First-Frame Propagation for Generalizable Video Editing.
CoRR
Xijie Huang, Chengming Xu, Donghao Luo, Xiaobin Hu, Peng Tang, Xu Peng, Jiangning Zhang, Chengjie Wang, Yanwei Fu
2026 J jnl
Flying in Clutter on Monocular RGB by Learning in 3D Radiance Fields With Domain Adaptation.
IEEE Robotics Autom. Lett.
Xijie Huang, Jinhan Li, Tianyue Wu, Xin Zhou, Zhichao Han, Fei Gao
2026 J jnl
NavDreamer: Video Models as Zero-Shot 3D Navigators.
CoRR
Xijie Huang, Weiqi Gai, Tianyue Wu, Congyu Wang, Zhiyang Liu, Xin Zhou, Yuze Wu, Fei Gao
2025 — conf
A 28nm 0.22μJ/Token Memory-Compute-Intensity-Aware CNN-Transformer Accelerator with Hybrid-Attention-Based Layer-Fusion and Cascaded Pruning for Semantic-Segmentation.
ISSCC
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
2025 A* conf
AGFSync: Leveraging AI-Generated Feedback for Preference Optimization in Text-to-Image Generation.
AAAI
Jingkun An, Yinghao Zhu, Zongjian Li, Enshen Zhou, Haoran Feng, Xijie Huang, Bohua Chen, Yemin Shi, Chengwei Pan
2025 J jnl
AISafetyLab: A Comprehensive Framework for AI Safety Evaluation and Improvement.
CoRR
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
2025 A* conf
APSQ: Additive Partial Sum Quantization with Algorithm-Hardware Co-Design.
DAC
Yonghao Tan, Pingcheng Dong, Yongkun Wu, Yu Liu, Xuejiao Liu, Peng Luo, Shih-Yang Liu, Xijie Huang, Dong Zhang, Luhong Liang, Kwang-Ting Cheng
2025 J jnl
APSQ: Additive Partial Sum Quantization with Algorithm-Hardware Co-Design.
CoRR
Yonghao Tan, Pingcheng Dong, Yongkun Wu, Yu Liu, Xuejiao Liu, Peng Luo, Shih-Yang Liu, Xijie Huang, Dong Zhang, Luhong Liang, Kwang-Ting Cheng
2025 A conf
DIRC-RAG: Accelerating Edge RAG with Robust High-Density and High-Loading-Bandwidth Digital In-ReRAM Computation.
ISLPED
Kunming Shao, Zhipeng Liao, Jiangnan Yu, Liang Zhao, Qiwei Li, Xijie Huang, Jingyu He, Fengshi Tian, Yi Zou, Xiaomeng Wang, Kwang-Ting (Tim) Cheng, Chi-Ying Tsui
2025 J jnl
DIRC-RAG: Accelerating Edge RAG with Robust High-Density and High-Loading-Bandwidth Digital In-ReRAM Computation.
CoRR
Kunming Shao, Zhipeng Liao, Jiangnan Yu, Liang Zhao, Qiwei Li, Xijie Huang, Jingyu He, Fengshi Tian, Yi Zou, Xiaomeng Wang, Kwang-Ting (Tim) Cheng, Chi-Ying Tsui
2025 J jnl
Flying in Clutter on Monocular RGB by Learning in 3D Radiance Fields with Domain Adaptation.
CoRR
Xijie Huang, Jinhan Li, Tianyue Wu, Xin Zhou, Zhichao Han, Fei Gao
2025 A* conf
Medical MLLM Is Vulnerable: Cross-Modality Jailbreak and Mismatched Attacks on Medical Multimodal Large Language Models.
AAAI
Xijie Huang, Xinyuan Wang, Hantao Zhang, Yinghao Zhu, Jiawen Xi, Jingkun An, Hao Wang, Hao Liang, Chengwei Pan
2025 J jnl
Reactive Aerobatic Flight via Reinforcement Learning.
CoRR
Zhichao Han, Xijie Huang, Zhuxiu Xu, Jiarui Zhang, Yuze Wu, Mingyang Wang, Tianyue Wu, Fei Gao
2025 A* conf
SnapGen: Taming High-Resolution Text-to-Image Models for Mobile Devices with Efficient Architectures and Training.
CVPR
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
2024 J jnl
: A Visual Analytics Approach for Interactive Video Programming.
IEEE Trans. Vis. Comput. Graph.
Jianben He, Xingbo Wang, Kamkwai Wong, Xijie Huang, Changjian Chen, Zixin Chen, Fengjie Wang, Min Zhu, Huamin Qu
2024 — conf
CMOSE: Comprehensive Multi-Modality Online Student Engagement Dataset with High-Quality Labels.
CVPR Workshops
Chi-Hsuan Wu, Shih-Yang Liu, Xijie Huang, Xingbo Wang, Rong Zhang, Luca Minciullo, Wong Kai Yiu, Kenny Kwan, Kwang-Ting Cheng
2024 J jnl
Cross-Modality Jailbreak and Mismatched Attacks on Medical Multimodal Large Language Models.
CoRR
Xijie Huang, Xinyuan Wang, Hantao Zhang, Jiawen Xi, Jingkun An, Hao Wang, Chengwei Pan
2024 A* conf
Fewer is More: Boosting Math Reasoning with Reinforced Context Pruning.
EMNLP
Xijie Huang, Li Lyna Zhang, Kwang-Ting Cheng, Fan Yang, Mao Yang
2024 A* conf
Genetic Quantization-Aware Approximation for Non-Linear Operations in Transformers.
DAC
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
2024 J jnl
Genetic Quantization-Aware Approximation for Non-Linear Operations in Transformers.
CoRR
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
2024 J jnl
KeyVideoLLM: Towards Large-scale Video Keyframe Selection.
CoRR
Hao Liang, Jiapeng Li, Tianyi Bai, Xijie Huang, Linzhuang Sun, Zhengren Wang, Conghui He, Bin Cui, Chong Chen, Wentao Zhang
2024 J jnl
Quantization Variation: A New Perspective on Training Transformers with Low-Bit Precision.
Trans. Mach. Learn. Res.
Xijie Huang, Zhiqiang Shen, Pingcheng Dong, Kwang-Ting Cheng
2024 — conf
RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization.
EMNLP (Findings)
Xijie Huang, Zechun Liu, Shih-Yang Liu, Kwang-Ting Cheng
2024 J jnl
RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization.
CoRR
Xijie Huang, Zechun Liu, Shih-Yang Liu, Kwang-Ting Cheng
2024 J jnl
Robust and Efficient Quantization-aware Training via Coreset Selection.
Trans. Mach. Learn. Res.
Xijie Huang, Zechun Liu, Shih-Yang Liu, Kwang-Ting Cheng
2024 J jnl
SnapGen: Taming High-Resolution Text-to-Image Models for Mobile Devices with Efficient Architectures and Training.
CoRR
Dongting Hu, Jierun Chen, 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
2024 J jnl
Synth-Empathy: Towards High-Quality Synthetic Empathy Data.
CoRR
Hao Liang, Linzhuang Sun, Jingxuan Wei, Xijie Huang, Linkun Sun, Bihui Yu, Conghui He, Wentao Zhang
2024 J jnl
SynthVLM: High-Efficiency and High-Quality Synthetic Data for Vision Language Models.
CoRR
Zheng Liu, Hao Liang, Xijie Huang, Wentao Xiong, Qinhan Yu, Linzhuang Sun, Chong Chen, Conghui He, Bin Cui, Wentao Zhang
2023 J jnl
A Tiny Accelerator for Mixed-Bit Sparse CNN Based on Efficient Fetch Method of SIMO SPad.
IEEE Trans. Circuits Syst. II Express Briefs
Xianghong Hu, Xuejiao Liu, Yu Liu, Haowei Zhang, Xijie Huang, Xihao Guan, Luhong Liang, Chi-Ying Tsui, Xiaoming Xiong, Kwang-Ting Cheng
2023 J jnl
Boosting LLM Reasoning: Push the Limits of Few-shot Learning with Reinforced In-Context Pruning.
CoRR
Xijie Huang, Li Lyna Zhang, Kwang-Ting Cheng, Mao Yang
2023 J jnl
CMOSE: Comprehensive Multi-Modality Online Student Engagement Dataset with High-Quality Labels.
CoRR
Chi-Hsuan Wu, Shih-Yang Liu, Xijie Huang, Xingbo Wang, Rong Zhang, Luca Minciullo, Wong Kai Yiu, Kenny Kwan, Kwang-Ting Cheng
2023 J jnl
Efficient Quantization-aware Training with Adaptive Coreset Selection.
CoRR
Xijie Huang, Zechun Liu, Shih-Yang Liu, Kwang-Ting Cheng
2023 J jnl
FedMix: Mixed Supervised Federated Learning for Medical Image Segmentation.
IEEE Trans. Medical Imaging
Jeffry Wicaksana, Zengqiang Yan, Dong Zhang, Xijie Huang, Huimin Wu, Xin Yang, Kwang-Ting Cheng
2023 A* conf
LLM-FP4: 4-Bit Floating-Point Quantized Transformers.
EMNLP
Shih-Yang Liu, Zechun Liu, Xijie Huang, Pingcheng Dong, Kwang-Ting Cheng
2023 J jnl
LLM-FP4: 4-Bit Floating-Point Quantized Transformers.
CoRR
Shih-Yang Liu, Zechun Liu, Xijie Huang, Pingcheng Dong, Kwang-Ting Cheng
2023 J jnl
Variation-aware Vision Transformer Quantization.
CoRR
Xijie Huang, Zhiqiang Shen, Kwang-Ting Cheng
2023 J jnl
VideoPro: A Visual Analytics Approach for Interactive Video Programming.
CoRR
Jianben He, Xingbo Wang, Kamkwai Wong, Xijie Huang, Changjian Chen, Zixin Chen, Fengjie Wang, Min Zhu, Huamin Qu
2022 J jnl
FedMix: Mixed Supervised Federated Learning for Medical Image Segmentation.
CoRR
Jeffry Wicaksana, Zengqiang Yan, Dong Zhang, Xijie Huang, Huimin Wu, Xin Yang, Kwang-Ting Cheng
2022 A* conf
SDQ: Stochastic Differentiable Quantization with Mixed Precision.
ICML
Xijie Huang, Zhiqiang Shen, Shichao Li, Zechun Liu, Xianghong Hu, Jeffry Wicaksana, Eric P. Xing, Kwang-Ting Cheng
2022 J jnl
SDQ: Stochastic Differentiable Quantization with Mixed Precision.
CoRR
Xijie Huang, Zhiqiang Shen, Shichao Li, Zechun Liu, Xianghong Hu, Jeffry Wicaksana, Eric P. Xing, Kwang-Ting Cheng
2022 J jnl
Transferable Interactiveness Knowledge for Human-Object Interaction Detection.
IEEE Trans. Pattern Anal. Mach. Intell.
Yong-Lu Li, Xinpeng Liu, Xiaoqian Wu, Xijie Huang, Liang Xu, Cewu Lu
2021 J jnl
Automated Vision-Based Wellness Analysis for Elderly Care Centers.
CoRR
Xijie Huang, Jeffry Wicaksana, Shichao Li, Kwang-Ting Cheng
2021 — conf
Classification of Imbalanced Fetal Health Data by PSO Based Ensemble Recursive Feature Elimination ANN.
ICSI (2)
Jun Gao, Canpeng Huang, Xijie Huang, Kaishan Huang, Hong Wang
2021 J jnl
Transferable Interactiveness Knowledge for Human-Object Interaction Detection.
CoRR
Yong-Lu Li, Xinpeng Liu, Xiaoqian Wu, Xijie Huang, Liang Xu, Cewu Lu
2020 — conf
Latent Fingerprint Image Enhancement Based on Progressive Generative Adversarial Network.
CVPR Workshops
Xijie Huang, Peng Qian, Manhua Liu
2020 A* conf
PaStaNet: Toward Human Activity Knowledge Engine.
CVPR
Yong-Lu Li, Liang Xu, Xinpeng Liu, Xijie Huang, Yue Xu, Shiyi Wang, Haoshu Fang, Ze Ma, Mingyang Chen, Cewu Lu
2020 J jnl
PaStaNet: Toward Human Activity Knowledge Engine.
CoRR
Yong-Lu Li, Liang Xu, Xinpeng Liu, Xijie Huang, Yue Xu, Shiyi Wang, Haoshu Fang, Ze Ma, Mingyang Chen, Cewu Lu
2019 J jnl
HAKE: Human Activity Knowledge Engine.
CoRR
Yong-Lu Li, Liang Xu, Xijie Huang, Xinpeng Liu, Ze Ma, Mingyang Chen, Shiyi Wang, Haoshu Fang, Cewu Lu
2019 J jnl
NeuronInspect: Detecting Backdoors in Neural Networks via Output Explanations.
CoRR
Xijie Huang, Moustafa Alzantot, Mani B. Srivastava
2019 A* conf
Transferable Interactiveness Knowledge for Human-Object Interaction Detection.
CVPR
Yong-Lu Li, Siyuan Zhou, Xijie Huang, Liang Xu, Ze Ma, Haoshu Fang, Yanfeng Wang, Cewu Lu
2018 J jnl
Transferable Interactiveness Prior for Human-Object Interaction Detection.
CoRR
Yong-Lu Li, Siyuan Zhou, Xijie Huang, Liang Xu, Ze Ma, Haoshu Fang, Yanfeng Wang, Cewu Lu