Xuyang Liu

According to our database, Xuyang Liu authored at least 26 papers between 2022 and 2026.

Collaborative distances:

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

2026

EvoStreaming: Your Offline Video Model Is a Natively Streaming Assistant.

Zichen Wen, Boxue Yang, Junlong Ke, Jiajie Huang, Chenfei Liao, Junxi Wang, Xuyang Liu, Linfeng Zhang

CoRR, May, 2026

Seeing Sarcasm Through Different Eyes: Analyzing Multimodal Sarcasm Perception in Large Vision-Language Models.

Junjie Chen, Xuyang Liu, Subin Huang, Linfeng Zhang, Hang Yu

IEEE Trans. Comput. Soc. Syst., April, 2026

AudioKV: KV Cache Eviction in Efficient Large Audio Language Models.

Yuxuan Wang, Peize He, Xiyan Gui, Xiaoqian Liu, Junhao He, Xuyang Liu, Zichen Wen, Xuming Hu, Linfeng Zhang

CoRR, April, 2026

Bridging Visual Representation and Reinforcement Learning from Verifiable Rewards in Large Vision-Language Models.

Yuhang Han, Yuyang Wu, Zhengbo Jiao, Yiyu Wang, Xuyang Liu, Shaobo Wang, Hanlin Xu, Xuming Hu, Linfeng Zhang

CoRR, March, 2026

Flash-Unified: A Training-Free and Task-Aware Acceleration Framework for Native Unified Models.

Junlong Ke, Zichen Wen, Boxue Yang, Yantai Yang, Xuyang Liu, Chenfei Liao, Zhaorun Chen, Shaobo Wang, Linfeng Zhang

CoRR, March, 2026

M2IST: Multi-Modal Interactive Side-Tuning for Efficient Referring Expression Comprehension.

Xuyang Liu, Ting Liu, Siteng Huang, Yi Xin, Yue Hu, Long Qin, Donglin Wang, Yuanyuan Wu, Honggang Chen

IEEE Trans. Circuits Syst. Video Technol., February, 2026

Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Models.

Xuyang Liu, Ziming Wang, Junjie Chen, Yuhang Han, Yingyao Wang, Jiale Yuan, Jun Song, Siteng Huang, Honggang Chen

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Filter, Correlate, Compress: Training-Free Token Reduction for MLLM Acceleration.

Yuhang Han, Xuyang Liu, Zihan Zhang, Pengxiang Ding, Junjie Chen, Honggang Chen, Donglin Wang, Qingsen Yan, Siteng Huang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

IPCV: Information-Preserving Compression for MLLM Visual Encoders.

Yuan Chen, Zichen Wen, Yuzhou Wu, Xuyang Liu, Shuang Chen, Junpeng Ma, Weijia Li, Conghui He, Linfeng Zhang

CoRR, December, 2025

AI for Service: Proactive Assistance with AI Glasses.

Zichen Wen, Yiyu Wang, Chenfei Liao, Boxue Yang, Junxian Li, Weifeng Liu, Haocong He, Bolong Feng, Xuyang Liu, Yuanhuiyi Lyu, Xu Zheng, Xuming Hu, Linfeng Zhang

CoRR, October, 2025

Variation-aware Vision Token Dropping for Faster Large Vision-Language Models.

Junjie Chen, Xuyang Liu, Zichen Wen, Yiyu Wang, Siteng Huang, Honggang Chen

CoRR, September, 2025

Prune2Drive: A Plug-and-Play Framework for Accelerating Vision-Language Models in Autonomous Driving.

Minhao Xiong, Zichen Wen, Zhuangcheng Gu, Xuyang Liu, Rui Zhang, Hengrui Kang, Jiabing Yang, Junyuan Zhang, Weijia Li, Conghui He, Yafei Wang, Linfeng Zhang

CoRR, August, 2025

The Devil behind the mask: An emergent safety vulnerability of Diffusion LLMs.

Zichen Wen, Jiashu Qu, Dongrui Liu, Zhiyuan Liu, Ruixi Wu, Yicun Yang, Xiangqi Jin, Haoyun Xu, Xuyang Liu, Weijia Li, Chaochao Lu, Jing Shao, Conghui He, Linfeng Zhang

CoRR, July, 2025

Shifting AI Efficiency From Model-Centric to Data-Centric Compression.

Xuyang Liu, Zichen Wen, Shaobo Wang, Junjie Chen, Zhishan Tao, Yubo Wang, Xiangqi Jin, Chang Zou, Yiyu Wang, Chenfei Liao, Xu Zheng, Honggang Chen, Weijia Li, Xuming Hu, Conghui He, Linfeng Zhang

CoRR, May, 2025

Perception- and Fidelity-Aware Reduced-Reference Super-Resolution Image Quality Assessment.

Xinying Lin, Xuyang Liu, Hong Yang, Xiaohai He, Honggang Chen

IEEE Trans. Broadcast., March, 2025

Compression with Global Guidance: Towards Training-free High-Resolution MLLMs Acceleration.

Xuyang Liu, Ziming Wang, Yuhang Han, Yingyao Wang, Jiale Yuan, Jun Song, Bo Zheng, Linfeng Zhang, Siteng Huang, Honggang Chen

CoRR, January, 2025

Accelerating Diffusion Transformers with Token-wise Feature Caching.

Chang Zou, Xuyang Liu, Ting Liu, Siteng Huang, Linfeng Zhang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Gnothi Seauton: Empowering Faithful Self-Interpretability in Black-Box Transformers.

Shaobo Wang, Hongxuan Tang, Mingyang Wang, Hongrui Zhang, Xuyang Liu, Weiya Li, Xuming Hu, Linfeng Zhang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Rethinking Token Reduction in MLLMs: Towards a Unified Paradigm for Training-Free Acceleration.

Yuhang Han, Xuyang Liu, Pengxiang Ding, Donglin Wang, Honggang Chen, Qingsen Yan, Siteng Huang

CoRR, 2024

Gnothi Seauton: Empowering Faithful Self-Interpretability in Black-Box Models.

Shaobo Wang, Hongxuan Tang, Mingyang Wang, Hongrui Zhang, Xuyang Liu, Weiya Li, Xuming Hu, Linfeng Zhang

CoRR, 2024

M²IST: Multi-Modal Interactive Side-Tuning for Memory-efficient Referring Expression Comprehension.

Xuyang Liu, Ting Liu, Siteng Huang, Yue Hu, Quanjun Yin, Donglin Wang, Honggang Chen

CoRR, 2024

Sparse-Tuning: Adapting Vision Transformers with Efficient Fine-tuning and Inference.

Ting Liu, Xuyang Liu, Liangtao Shi, Zunnan Xu, Siteng Huang, Yi Xin, Quanjun Yin

CoRR, 2024

V-PETL Bench: A Unified Visual Parameter-Efficient Transfer Learning Benchmark.

Yi Xin, Siqi Luo, Xuyang Liu, Yuntao Du, Haodi Zhou, Xinyu Cheng, Christina E. Lee, Junlong Du, Haozhe Wang, Mingcai Chen, Ting Liu, Guimin Hu, Zhongwei Wan, Rongchao Zhang, Aoxue Li, Mingyang Yi, Xiaohong Liu

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

DARA: Domain- and Relation-Aware Adapters Make Parameter-Efficient Tuning for Visual Grounding.

Ting Liu, Xuyang Liu, Siteng Huang, Honggang Chen, Quanjun Yin, Long Qin, Donglin Wang, Yue Hu

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

VGDIFFZERO: Text-To-Image Diffusion Models Can Be Zero-Shot Visual Grounders.

Xuyang Liu, Siteng Huang, Yachen Kang, Honggang Chen, Donglin Wang

Proceedings of the IEEE International Conference on Acoustics, 2024

2022

GLMLP-TRANS: A transportation mode detection model using lightweight sensors integrated in smartphones.

Xuyang Liu

Comput. Commun., 2022