Jiecheng Lu

15 papers A* 5Journal 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CAPS: Unifying Attention, Recurrence, and Alignment in Transformer-based Time Series Forecasting. CoRR Viresh Pati, Yubin Kim, Vinh Pham, Jevon Twitty, Shihao Yang, Jiecheng Lu
2026	J	`jnl`	Free Energy Mixer. CoRR Jiecheng Lu, Shihao Yang
2026	J	`jnl`	HyperMLP: An Integrated Perspective for Sequence Modeling. CoRR Jiecheng Lu, Shihao Yang
2026	J	`jnl`	StretchTime: Adaptive Time Series Forecasting via Symplectic Attention. CoRR Yubin Kim, Viresh Pati, Jevon Twitty, Vinh Pham, Shihao Yang, Jiecheng Lu
2026	J	`jnl`	ZeroS: Zero-Sum Linear Attention for Efficient Transformers. CoRR Jiecheng Lu, Xu Han, Yan Sun, Viresh Pati, Yubin Kim, Siddhartha Somani, Shihao Yang
2025	A*	`conf`	In-context Time Series Predictor. ICLR Jiecheng Lu, Yan Sun, Shihao Yang
2025	A*	`conf`	Linear Transformers as VAR Models: Aligning Autoregressive Attention Mechanisms with Autoregressive Forecasting. ICML Jiecheng Lu, Shihao Yang
2025	J	`jnl`	Linear Transformers as VAR Models: Aligning Autoregressive Attention Mechanisms with Autoregressive Forecasting. CoRR Jiecheng Lu, Shihao Yang
2025	A*	`conf`	WAVE: Weighted Autoregressive Varying Gate for Time Series Forecasting. ICML Jiecheng Lu, Xu Han, Yan Sun, Shihao Yang
2024	A*	`conf`	ARM: Refining Multivariate Forecasting with Adaptive Temporal-Contextual Learning. ICLR Jiecheng Lu, Xu Han, Shihao Yang
2024	J	`jnl`	Autoregressive Moving-average Attention Mechanism for Time Series Forecasting. CoRR Jiecheng Lu, Xu Han, Yan Sun, Shihao Yang
2024	A*	`conf`	CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables. ICML Jiecheng Lu, Xu Han, Yan Sun, Shihao Yang
2024	J	`jnl`	CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables. CoRR Jiecheng Lu, Xu Han, Yan Sun, Shihao Yang
2024	J	`jnl`	In-context Time Series Predictor. CoRR Jiecheng Lu, Yan Sun, Shihao Yang
2023	J	`jnl`	ARM: Refining Multivariate Forecasting with Adaptive Temporal-Contextual Learning. CoRR Jiecheng Lu, Xu Han, Shihao Yang