Disen Lan

15 papers A* 3Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2026 — conf
How to Train Your Mamba for Time Series Forecasting.
KDD (1)
Jiaxi Hu, Disen Lan, Ziyu Zhou, Gefeng Luo, Qingsong Wen, Yuxuan Liang
2025 J jnl
Comba: Improving Bilinear RNNs with Closed-loop Control.
CoRR
Jiaxi Hu, Yongqi Pan, Jusen Du, Disen Lan, Xiaqiang Tang, Qingsong Wen, Yuxuan Liang, Weigao Sun
2025 — conf
Diffusion Graph Model for Time Series Anomaly Detection via Anomaly-aware Graph Sparsification and Augmentation.
WWW (Companion Volume)
Disen Lan, Guibin Zhang, Rongjin Guo
2025 J jnl
Go with Your Gut: Scaling Confidence for Autoregressive Image Generation.
CoRR
Harold Haodong Chen, Xianfeng Wu, Wen-Jie Shu, Rongjin Guo, Disen Lan, Harry Yang, Ying-Cong Chen
2025 J jnl
LASP-2: Rethinking Sequence Parallelism for Linear Attention and Its Hybrid.
CoRR
Weigao Sun, Disen Lan, Yiran Zhong, Xiaoye Qu, Yu Cheng
2025 A* conf
Liger: Linearizing Large Language Models to Gated Recurrent Structures.
ICML
Disen Lan, Weigao Sun, Jiaxi Hu, Jusen Du, Yu Cheng
2025 J jnl
Liger: Linearizing Large Language Models to Gated Recurrent Structures.
CoRR
Disen Lan, Weigao Sun, Jiaxi Hu, Jusen Du, Yu Cheng
2025 J jnl
Linear-MoE: Linear Sequence Modeling Meets Mixture-of-Experts.
CoRR
Weigao Sun, Disen Lan, Tong Zhu, Xiaoye Qu, Yu Cheng
2025 J jnl
MoM: Linear Sequence Modeling with Mixture-of-Memories.
CoRR
Jusen Du, Weigao Sun, Disen Lan, Jiaxi Hu, Yu Cheng
2025 J jnl
Speed Always Wins: A Survey on Efficient Architectures for Large Language Models.
CoRR
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
2025 J jnl
TiViBench: Benchmarking Think-in-Video Reasoning for Video Generative Models.
CoRR
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
2025 A* conf
TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting.
ICML
Yifan Hu, Guibin Zhang, Peiyuan Liu, Disen Lan, Naiqi Li, Dawei Cheng, Tao Dai, Shu-Tao Xia, Shirui Pan
2025 J jnl
TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting.
CoRR
Yifan Hu, Guibin Zhang, Peiyuan Liu, Disen Lan, Naiqi Li, Dawei Cheng, Tao Dai, Shu-Tao Xia, Shirui Pan
2024 A* conf
Diffusion Language-Shapelets for Semi-supervised Time-Series Classification.
AAAI
Zhen Liu, Wenbin Pei, Disen Lan, Qianli Ma
2024 J jnl
Time-SSM: Simplifying and Unifying State Space Models for Time Series Forecasting.
CoRR
Jiaxi Hu, Disen Lan, Ziyu Zhou, Qingsong Wen, Yuxuan Liang