Benne: A Modular and Self-Optimizing Algorithm for Data Stream Clustering. - Zhengru Wang; Xin Wang 120; Shuhao Zhang 001 (CoRR, 2023)

Data Stream Clustering: An In-depth Empirical Study. - Xin Wang 120; Zhengru Wang; Zhenyu Wu; Shuhao Zhang 001; Xuanhua Shi; Li Lu (Proc. ACM Manag. Data, 2023)

Famba-V: Fast Vision Mamba with Cross-Layer Token Fusion. - Hui Shen; Zhongwei Wan; Xin Wang 120; Mi Zhang 002 (ECCV Workshops (11), 2024)

MOStream: A Modular and Self-Optimizing Data Stream Clustering Algorithm. - Zhengru Wang; Xin Wang 120; Shuhao Zhang 001 (ICDM, 2024)

IoT in the Era of Generative AI: Vision and Challenges. - Xin Wang 120; Zhongwei Wan; Arvin Hekmati; Mingyu Zong; Samiul Alam; Mi Zhang 002; Bhaskar Krishnamachari (CoRR, 2024)

Electrocardiogram Instruction Tuning for Report Generation. - Zhongwei Wan; Che Liu; Xin Wang 120; Chaofan Tao; Hui Shen; Zhenwu Peng; Jie Fu 001; Rossella Arcucci; Huaxiu Yao; Mi Zhang 002 (CoRR, 2024)

D2O: Dynamic Discriminative Operations for Efficient Generative Inference of Large Language Models. - Zhongwei Wan; Xinjian Wu; Yu Zhang 133; Yi Xin 003; Chaofan Tao; Zhihong Zhu; Xin Wang 120; Siqi Luo; Jing Xiong; Mi Zhang 002 (CoRR, 2024)

The Internet of Things in the Era of Generative AI: Vision and Challenges. - Xin Wang 120; Zhongwei Wan; Arvin Hekmati; Mingyu Zong; Samiul Alam; Mi Zhang 002; Bhaskar Krishnamachari (IEEE Internet Comput., 2024)

Efficient Large Language Models: A Survey. - Zhongwei Wan; Xin Wang 120; Che Liu; Samiul Alam; Yu Zheng 022; Jiachen Liu; Zhongnan Qu; Shen Yan; Yi Zhu; Quanlu Zhang; Mosharaf Chowdhury; Mi Zhang 002 (Trans. Mach. Learn. Res., 2024)

MEIT: Multimodal Electrocardiogram Instruction Tuning on Large Language Models for Report Generation. - Zhongwei Wan; Che Liu; Xin Wang 120; Chaofan Tao; Hui Shen; Jing Xiong; Rossella Arcucci; Huaxiu Yao; Mi Zhang 002 (ACL (Findings), 2025)

SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression. - Xin Wang 120; Yu Zheng 022; Zhongwei Wan; Mi Zhang 002 (ICLR, 2025)

D2O: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models. - Zhongwei Wan; Xinjian Wu; Yu Zhang 133; Yi Xin 003; Chaofan Tao; Zhihong Zhu; Xin Wang 120; Siqi Luo; Jing Xiong; Longyue Wang; Mi Zhang 002 (ICLR, 2025)

MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inference. - Zhongwei Wan; Hui Shen; Xin Wang 120; Che Liu; Zheda Mai; Mi Zhang 002 (NAACL (Long Papers), 2025)

SVD-LLM V2: Optimizing Singular Value Truncation for Large Language Model Compression. - Xin Wang 120; Samiul Alam; Zhongwei Wan; Hui Shen; Mi Zhang 002 (NAACL (Long Papers), 2025)

Efficient Diffusion Models: A Survey. - Hui Shen; Jingxuan Zhang; Boning Xiong; Rui Hu; Shoufa Chen; Zhongwei Wan; Xin Wang 120; Yu Zhang 133; Zixuan Gong; Guangyin Bao; Chaofan Tao; Yongfeng Huang; et al. (Trans. Mach. Learn. Res., 2025)

Enhancing Test-Time Scaling of Large Language Models with Hierarchical Retrieval-Augmented MCTS. - Alex ZH Dou; Zhongwei Wan; Dongfei Cui; Xin Wang 120; Jing Xiong; Haokun Lin; Chaofan Tao; Shen Yan; Mi Zhang 002 (CoRR, 2025)