Xin Wang

26 papers A* 3Journal 19Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
MMSpec: Benchmarking Speculative Decoding for Vision-Language Models.
CoRR
Hui Shen, Xin Wang, Ping Zhang, Yunta Hsieh, Qi Han, Zhongwei Wan, Ziheng Zhang, Jingxuan Zhang, Jing Xiong, Ziyuan Liu, Yifan Zhang, Hangrui Cao, Chenyang Zhao, Mi Zhang
2026 J jnl
MathGen: Revealing the Illusion of Mathematical Competence through Text-to-Image Generation.
CoRR
Ruiyao Liu, Hui Shen, Ping Zhang, Yunta Hsieh, Yifan Zhang, Jing Xu, Sicheng Chen, Junchen Li, Jiawei Lu, Jianing Ma, Jiaqi Mo, Qi Han, Zhen Zhang, Zhongwei Wan, Jing Xiong, Xin Wang, Ziyuan Liu, Hangrui Cao, Ngai Wong
2026 J jnl
QuantVLA: Scale-Calibrated Post-Training Quantization for Vision-Language-Action Models.
CoRR
Jingxuan Zhang, Yunta Hsieh, Zhongwei Wan, Haokun Lin, Xin Wang, Ziqi Wang, Yingtie Lei, Mi Zhang
2025 A* conf
D2O: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models.
ICLR
Zhongwei Wan, Xinjian Wu, Yu Zhang, Yi Xin, Chaofan Tao, Zhihong Zhu, Xin Wang, Siqi Luo, Jing Xiong, Longyue Wang, Mi Zhang
2025 J jnl
Efficient Diffusion Models: A Survey.
CoRR
Hui Shen, Jingxuan Zhang, Boning Xiong, Rui Hu, Shoufa Chen, Zhongwei Wan, Xin Wang, Yu Zhang, Zixuan Gong, Guangyin Bao, Chaofan Tao, Yongfeng Huang, Ye Yuan, Mi Zhang
2025 J jnl
Efficient Diffusion Models: A Survey.
Trans. Mach. Learn. Res.
Hui Shen, Jingxuan Zhang, Boning Xiong, Rui Hu, Shoufa Chen, Zhongwei Wan, Xin Wang, Yu Zhang, Zixuan Gong, Guangyin Bao, Chaofan Tao, Yongfeng Huang, Ye Yuan, Mi Zhang
2025 J jnl
Enhancing Test-Time Scaling of Large Language Models with Hierarchical Retrieval-Augmented MCTS.
CoRR
Alex ZH Dou, Zhongwei Wan, Dongfei Cui, Xin Wang, Jing Xiong, Haokun Lin, Chaofan Tao, Shen Yan, Mi Zhang
2025 — conf
MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inference.
NAACL (Long Papers)
Zhongwei Wan, Hui Shen, Xin Wang, Che Liu, Zheda Mai, Mi Zhang
2025 J jnl
MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inference.
CoRR
Zhongwei Wan, Hui Shen, Xin Wang, Che Liu, Zheda Mai, Mi Zhang
2025 — conf
MEIT: Multimodal Electrocardiogram Instruction Tuning on Large Language Models for Report Generation.
ACL (Findings)
Zhongwei Wan, Che Liu, Xin Wang, Chaofan Tao, Hui Shen, Jing Xiong, Rossella Arcucci, Huaxiu Yao, Mi Zhang
2025 J jnl
PhyX: Does Your Model Have the "Wits" for Physical Reasoning?
CoRR
Hui Shen, Taiqiang Wu, Qi Han, Yunta Hsieh, Jizhou Wang, Yuyue Zhang, Yuxin Cheng, Zijian Hao, Yuansheng Ni, Xin Wang, Zhongwei Wan, Kai Zhang, Wendong Xu, Jing Xiong, Ping Luo, Wenhu Chen, Chaofan Tao, Zhuoqing Mao, Ngai Wong
2025 — conf
SVD-LLM V2: Optimizing Singular Value Truncation for Large Language Model Compression.
NAACL (Long Papers)
Xin Wang, Samiul Alam, Zhongwei Wan, Hui Shen, Mi Zhang
2025 J jnl
SVD-LLM V2: Optimizing Singular Value Truncation for Large Language Model Compression.
CoRR
Xin Wang, Samiul Alam, Zhongwei Wan, Hui Shen, Mi Zhang
2025 A* conf
SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression.
ICLR
Xin Wang, Yu Zheng, Zhongwei Wan, Mi Zhang
2024 J jnl
D2O: Dynamic Discriminative Operations for Efficient Generative Inference of Large Language Models.
CoRR
Zhongwei Wan, Xinjian Wu, Yu Zhang, Yi Xin, Chaofan Tao, Zhihong Zhu, Xin Wang, Siqi Luo, Jing Xiong, Mi Zhang
2024 J jnl
Efficient Large Language Models: A Survey.
Trans. Mach. Learn. Res.
Zhongwei Wan, Xin Wang, Che Liu, Samiul Alam, Yu Zheng, Jiachen Liu, Zhongnan Qu, Shen Yan, Yi Zhu, Quanlu Zhang, Mosharaf Chowdhury, Mi Zhang
2024 J jnl
Electrocardiogram Instruction Tuning for Report Generation.
CoRR
Zhongwei Wan, Che Liu, Xin Wang, Chaofan Tao, Hui Shen, Zhenwu Peng, Jie Fu, Rossella Arcucci, Huaxiu Yao, Mi Zhang
2024 — conf
Famba-V: Fast Vision Mamba with Cross-Layer Token Fusion.
ECCV Workshops (11)
Hui Shen, Zhongwei Wan, Xin Wang, Mi Zhang
2024 J jnl
Famba-V: Fast Vision Mamba with Cross-Layer Token Fusion.
CoRR
Hui Shen, Zhongwei Wan, Xin Wang, Mi Zhang
2024 J jnl
IoT in the Era of Generative AI: Vision and Challenges.
CoRR
Xin Wang, Zhongwei Wan, Arvin Hekmati, Mingyu Zong, Samiul Alam, Mi Zhang, Bhaskar Krishnamachari
2024 A* conf
MOStream: A Modular and Self-Optimizing Data Stream Clustering Algorithm.
ICDM
Zhengru Wang, Xin Wang, Shuhao Zhang
2024 J jnl
SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression.
CoRR
Xin Wang, Yu Zheng, Zhongwei Wan, Mi Zhang
2024 J jnl
The Internet of Things in the Era of Generative AI: Vision and Challenges.
IEEE Internet Comput.
Xin Wang, Zhongwei Wan, Arvin Hekmati, Mingyu Zong, Samiul Alam, Mi Zhang, Bhaskar Krishnamachari
2023 J jnl
Benne: A Modular and Self-Optimizing Algorithm for Data Stream Clustering.
CoRR
Zhengru Wang, Xin Wang, Shuhao Zhang
2023 J jnl
Data Stream Clustering: An In-depth Empirical Study.
Proc. ACM Manag. Data
Xin Wang, Zhengru Wang, Zhenyu Wu, Shuhao Zhang, Xuanhua Shi, Li Lu
2023 J jnl
Efficient Large Language Models: A Survey.
CoRR
Zhongwei Wan, Xin Wang, Che Liu, Samiul Alam, Yu Zheng, Jiachen Liu, Zhongnan Qu, Shen Yan, Yi Zhu, Quanlu Zhang, Mosharaf Chowdhury, Mi Zhang