Disen Lan

According to our database, Disen Lan authored at least 13 papers between 2024 and 2026.

Collaborative distances:

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

2026

How to Train Your Mamba for Time Series Forecasting.

Jiaxi Hu, Disen Lan, Ziyu Zhou, Gefeng Luo, Qingsong Wen, Yuxuan Liang

Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, 2026

2025

TiViBench: Benchmarking Think-in-Video Reasoning for Video Generative Models.

Harold Haodong Chen, Disen Lan, Wen-Jie Shu, Qingyang Liu, Zihan Wang, Sirui Chen, Wenkai Cheng, Kanghao Chen, Hongfei Zhang, Zixin Zhang, Rongjin Guo, Yu Cheng, Ying-Cong Chen

CoRR, November, 2025

Go with Your Gut: Scaling Confidence for Autoregressive Image Generation.

Harold Haodong Chen, Xianfeng Wu, Wen-Jie Shu, Rongjin Guo, Disen Lan, Harry Yang, Ying-Cong Chen

CoRR, September, 2025

Speed Always Wins: A Survey on Efficient Architectures for Large Language Models.

Weigao Sun, Jiaxi Hu, Yucheng Zhou, Jusen Du, Disen Lan, Kexin Wang, Tong Zhu, Xiaoye Qu, Yu Zhang, Xiaoyu Mo, Daizong Liu, Yuxuan Liang, Wenliang Chen, Guoqi Li, Yu Cheng

CoRR, August, 2025

Comba: Improving Bilinear RNNs with Closed-loop Control.

Jiaxi Hu, Yongqi Pan, Jusen Du, Disen Lan, Xiaqiang Tang, Qingsong Wen, Yuxuan Liang, Weigao Sun

CoRR, June, 2025

Linear-MoE: Linear Sequence Modeling Meets Mixture-of-Experts.

Weigao Sun, Disen Lan, Tong Zhu, Xiaoye Qu, Yu Cheng

CoRR, March, 2025

MoM: Linear Sequence Modeling with Mixture-of-Memories.

Jusen Du, Weigao Sun, Disen Lan, Jiaxi Hu, Yu Cheng

CoRR, February, 2025

LASP-2: Rethinking Sequence Parallelism for Linear Attention and Its Hybrid.

Weigao Sun, Disen Lan, Yiran Zhong, Xiaoye Qu, Yu Cheng

CoRR, February, 2025

Diffusion Graph Model for Time Series Anomaly Detection via Anomaly-aware Graph Sparsification and Augmentation.

Disen Lan, Guibin Zhang, Rongjin Guo

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

Liger: Linearizing Large Language Models to Gated Recurrent Structures.

Disen Lan, Weigao Sun, Jiaxi Hu, Jusen Du, Yu Cheng

Proceedings of the Forty-second International Conference on Machine Learning, 2025

TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting.

Yifan Hu, Guibin Zhang, Peiyuan Liu, Disen Lan, Naiqi Li, Dawei Cheng, Tao Dai, Shu-Tao Xia, Shirui Pan

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Time-SSM: Simplifying and Unifying State Space Models for Time Series Forecasting.

Jiaxi Hu, Disen Lan, Ziyu Zhou, Qingsong Wen, Yuxuan Liang

CoRR, 2024

Diffusion Language-Shapelets for Semi-supervised Time-Series Classification.

Zhen Liu, Wenbin Pei, Disen Lan, Qianli Ma

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024