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• Spline-PINN: Approaching PDEs without Data Using Fast, Physics-Informed Hermite-Spline CNNs

  Nils Wandel, Michael Weinmann, Michael Neidlin, Reinhard Klein

  8529-8538

  2022-06-28

• Scientifically-Interpretable Reasoning Network (ScIReN): Discovering Hidden Relationships in the Carbon Cycle and Beyond

  Joshua Fan, Haodi Xu, Feng Tao, Md Nasim, Marc Grimson, Yiqi Luo, Carla P. Gomes

  38441-38450

  2026-03-14

• Explainable Planner Selection for Classical Planning

  Patrick Ferber, Jendrik Seipp

  9741-9749

  2022-06-28

• A Selective Under-Sampling (SUS) Method for Imbalanced Regression (Abstract Reprint)

  Jovana Aleksic, Miguel García-Remesal

  39854-39854

  2026-03-14

• Generalized Threshold Optimization with Harmony Multi-Threshold Neurons for Accurate ANN-to-SNN Conversion

  Wenhan Zhang, Zihan Huang, Tong Bu, Tiejun Huang, Zhaofei Yu

  2227-2235

  2026-03-14

• Evaluating Robustness of Vision Transformers on Imbalanced Datasets (Student Abstract)

  Kevin Li, Rahul Duggal, Duen Horng Chau

  16252-16253

  2024-07-15

• “AlphAI”: Teaching AI Algorithms to K12 by Training Learning Robots and Visualizing How It Works

  Marie Absalon, Thomas Deneux

  29096-29103

  2025-04-11

• New Efficient Multi-Spike Learning for Fast Processing and Robust Learning

  Shenglan Li, Qiang Yu

  4650-4657

  2020-04-03

• GRSN: Gated Recurrent Spiking Neurons for POMDPs and MARL

  Lang Qin, Ziming Wang, Runhao Jiang, Rui Yan, Huajin Tang

  1483-1491

  2025-04-11

• Word Attention for Sequence to Sequence Text Understanding

  Lijun Wu, Fei Tian, Li Zhao, Jianhuang Lai, Tie-Yan Liu

  2018-04-27

• TreeGen: A Tree-Based Transformer Architecture for Code Generation

  Zeyu Sun, Qihao Zhu, Yingfei Xiong, Yican Sun, Lili Mou, Lu Zhang

  8984-8991

  2020-04-03

• Interpretable NLG for Task-oriented Dialogue Systems with Heterogeneous Rendering Machines

  Yangming Li, Kaisheng Yao

  13306-13314

  2021-05-18

• Machine Number Sense: A Dataset of Visual Arithmetic Problems for Abstract and Relational Reasoning

  Wenhe Zhang, Chi Zhang, Yixin Zhu, Song-Chun Zhu

  1332-1340

  2020-04-03

• Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation

  Hanjie Chen, Yangfeng Ji

  10463-10472

  2022-06-28

• A Stage-Aware Mixture of Experts Framework for Neurodegenerative Disease Progression Modelling

  Tiantian He, Keyue Jiang, An Zhao, Anna Schroder, Elinor Thompson, Sonja Soskic, Frederik Barkhof, Daniel C. Alexander

  21663-21671

  2026-03-14

• Eliciting Structural and Semantic Global Knowledge in Unsupervised Graph Contrastive Learning

  Kaize Ding, Yancheng Wang, Yingzhen Yang, Huan Liu

  7378-7386

  2023-06-26

• Beyond NaN: Resiliency of Optimization Layers in the Face of Infeasibility

  Wai Tuck Wong, Sarah Kinsey, Ramesha Karunasena, Thanh H. Nguyen, Arunesh Sinha

  15242-15250

  2023-06-26

• Bridging the Semantic Latent Space between Brain and Machine: Similarity Is All You Need

  Jiaxuan Chen, Yu Qi, Yueming Wang, Gang Pan

  11302-11310

  2024-03-24

• Scaling Effects on Latent Representation Edits in GPT Models (Student Abstract)

  Austin L. Davis, Gita Sukthankar

  29343-29344

  2025-04-11

• STAIR: Spatial-Temporal Reasoning with Auditable Intermediate Results for Video Question Answering

  Yueqian Wang, Yuxuan Wang, Kai Chen, Dongyan Zhao

  19215-19223

  2024-03-24

• Attention-based Belief or Disbelief Feature Extraction for Dependency Parsing

  Haoyuan Peng, Lu Liu, Yi Zhou, Junying Zhou, Xiaoqing Zheng

  2018-04-27

• Translation-Based Matching Adversarial Network for Cross-Lingual Natural Language Inference

  Kunxun Qi, Jianfeng Du

  8632-8639

  2020-04-03

• Learning to Rationalize for Nonmonotonic Reasoning with Distant Supervision

  Faeze Brahman, Vered Shwartz, Rachel Rudinger, Yejin Choi

  12592-12601

  2021-05-18

• Bridging Synthetic and Real Routing Problems via LLM-Guided Instance Generation and Progressive Adaptation

  Jianghan Zhu, Yaoxin Wu, Zhuoyi Lin, Zhengyuan Zhang, Haiyan Yin, Zhiguang Cao, Senthilnath Jayavelu, Xiaoli Li

  36591-36599

  2026-03-14

• State Mamba: Spatiotemporal EEG State-Space Model with Dynamic Brain Alignment for Cross-Subject Representation

  Weining Weng, Yang Gu, Yuan Ma, Yuchen Liu, Yingwei Zhang, Yiqiang Chen

  17850-17858

  2026-03-14