A Noise-robust Multi-head Attention Mechanism for Formation Resistivity Prediction: Frequency Aware LSTMby Yongan Zhang, Junfeng…
Vectorized Conditional Neural Fields: A Framework for Solving Time-dependent Parametric Partial Differential Equationsby Jan Hagnberger,…
TwinS: Revisiting Non-Stationarity in Multivariate Time Series Forecastingby Jiaxi Hu, Qingsong Wen, Sijie Ruan, Li…
Cross-variable Linear Integrated ENhanced Transformer for Photovoltaic power forecastingby Jiaxin Gao, Qinglong Cao, Yuntian Chen,…
Decision-focused Graph Neural Networks for Combinatorial Optimizationby Yang Liu, Chuan Zhou, Peng Zhang, Shirui Pan,…
Wings: Learning Multimodal LLMs without Text-only Forgettingby Yi-Kai Zhang, Shiyin Lu, Yang Li, Yanqing Ma,…
Mutual Information Guided Backdoor Mitigation for Pre-trained Encodersby Tingxu Han, Weisong Sun, Ziqi Ding, Chunrong…
ST-DPGAN: A Privacy-preserving Framework for Spatiotemporal Data Generationby Wei Shao, Rongyi Zhu, Cai Yang, Chandra…
Pre-trained Large Language Models Use Fourier Features to Compute Additionby Tianyi Zhou, Deqing Fu, Vatsal…
Computational Limits of Low-Rank Adaptation (LoRA) for Transformer-Based Modelsby Jerry Yao-Chieh Hu, Maojiang Su, En-Jui…