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• Hi-EF: Benchmarking Emotion Forecasting in Human-interaction

  Haoran Wang, Xinji Mai, Zeng Tao, Junxiong Lin, Xuan Tong, Ivy Pan, Shaoqi Yan, Yan Wang, Shuyong Gao

  2110-2118

  2026-03-14

• Self-Supervised Framework Based on Subject-Wise Clustering for Human Subject Time Series Data

  Eunseon Seong, Harim Lee, Dong-Kyu Chae

  22341-22349

  2024-03-24

• COGS: A Causal Representation Learning Framework for Out-of-Distribution Generalization in Time Series

  Xinxin Song, Yuxiao Cheng, Tingxiong Xiao, Jinli Suo

  25572-25580

  2026-03-14

• MDMLP-EIA: Multi-domain Dynamic MLPs with Energy Invariant Attention for Time Series Forecasting

  Hu Zhang, Zhien Dai, Zhaohui Tang, Yongfang Xie

  28221-28229

  2026-03-14

• Forecasting Reservoir Inflow via Recurrent Neural ODEs

  Fan Zhou, Liang Li

  15025-15032

  2021-05-18

• Validation, Robustness, and Accuracy of Perturbation-Based Sensitivity Analysis Methods for Time-Series Deep Learning Models

  Zhengguang Wang

  23768-23770

  2024-03-24

• Predict+Optimize for Packing and Covering LPs with Unknown Parameters in Constraints

  Xinyi Hu, Jasper C.H. Lee, Jimmy H.M. Lee

  3987-3995

  2023-06-26

• Distilling Structured Rationale from Large Language Models to Small Language Models for Abstractive Summarization

  Linyong Wang, Lianwei Wu, Shaoqi Song, Yaxiong Wang, Cuiyun Gao, Kang Wang

  25389-25397

  2025-04-11

• Liquid Time-constant Networks

  Ramin Hasani, Mathias Lechner, Alexander Amini, Daniela Rus, Radu Grosu

  7657-7666

  2021-05-18

• SparX: A Sparse Cross-Layer Connection Mechanism for Hierarchical Vision Mamba and Transformer Networks

  Meng Lou, Yunxiang Fu, Yizhou Yu

  19104-19114

  2025-04-11

• KernelMatmul: Scaling Gaussian Processes to Large Time Series

  Tilman Hoffbauer, Holger H. Hoos, Jakob Bossek

  17223-17230

  2025-04-11

• A Lightweight Sparse Interaction Network for Time Series Forecasting

  Xu Zhang, Qitong Wang, Peng Wang, Wei Wang

  13304-13312

  2025-04-11

• Recovering the Graph Underlying Networked Dynamical Systems under Partial Observability: A Deep Learning Approach

  Sérgio Machado, Anirudh Sridhar, Paulo Gil, Jorge Henriques, José M. F. Moura, Augusto Santos

  9038-9046

  2023-06-26

• Time Series Forecasting via Direct Per-Step Probability Distribution Modeling

  Linghao Kong, Xiaopeng Hong

  22653-22661

  2026-03-14

• OrgaCast: A Trustworthy Spatiotemporal Diffusion Model for Fluorescence Organoid Forecasting

  Dawei Gao, Angello Huerta Gomez, Mingchen Li, Marcel El-Mokahal, Huaxiao Yang, Yunhe Feng

  4104-4112

  2026-03-14

• Spatio-Temporal Graph Structure Learning for Traffic Forecasting

  Qi Zhang, Jianlong Chang, Gaofeng Meng, Shiming Xiang, Chunhong Pan

  1177-1185

  2020-04-03

• Endowing Vision-Language Models with System 2 Thinking for Fine-grained Visual Recognition

  Yutong Yang, Lifu Huang, Yijie Lin, Xi Peng, Mouxing Yang

  11802-11810

  2026-03-14

• Optimize Incompatible Parameters Through Compatibility-aware Knowledge Integration

  Zheqi Lv, Keming Ye, Zishu Wei, Qi Tian, Shengyu Zhang, Wenqiao Zhang, Wenjie Wang, Kun Kuang, Tat-Seng Chua, Fei Wu

  19233-19241

  2025-04-11

• Width & Depth Pruning for Vision Transformers

  Fang Yu, Kun Huang, Meng Wang, Yuan Cheng, Wei Chu, Li Cui

  3143-3151

  2022-06-28

• ST-VLM: A Spatial-to-Image Multimodal Spatial-Temporal Prediction Framework with Vision-Language Model

  Tong Zhao, Junping Du, Zhe Xue, Meiyu Liang, Aijing Li, Xiaolong Meng, Dandan Liu

  16441-16449

  2026-03-14

• Mining Intelligent Patterns using SVAC for Precision Agriculture and Optimizing Irrigation (Student Abstract)

  Vishal Vinod, Vipul Gaurav, Tushar Sharma, Savita Choudhary

  15909-15910

  2021-05-18

• Understanding Stochastic Optimization Behavior at the Layer Update Level (Student Abstract)

  Jack Zhang, Guan Xiong Qiao, Alexandru Lopotenco, Ian Tong Pan

  13109-13110

  2022-06-28

• Deep Switching Auto-Regressive Factorization: Application to Time Series Forecasting

  Amirreza Farnoosh, Bahar Azari, Sarah Ostadabbas

  7394-7403

  2021-05-18

• Black-Box Adversarial Attack on Time Series Classification

  Daizong Ding, Mi Zhang, Fuli Feng, Yuanmin Huang, Erling Jiang, Min Yang

  7358-7368

  2023-06-26

• DyCVAE: Learning Dynamic Causal Factors for Non-stationary Series Domain Generalization (Student Abstract)

  Weifeng Zhang, Zhiyuan Wang, Kunpeng Zhang, Ting Zhong, Fan Zhou

  16382-16383

  2024-07-15