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• SheetPT: Spreadsheet Pre-training Based on Hierarchical Attention Network

  Ran Jia, Qiyu Li, Zihan Xu, Xiaoyuan Jin, Lun Du, Haoyu Dong, Xiao Lv, Shi Han, Dongmei Zhang

  12951-12958

  2023-06-26

• Task-Adaptive Meta-Learning Framework for Advancing Spatial Generalizability

  Zhexiong Liu, Licheng Liu, Yiqun Xie, Zhenong Jin, Xiaowei Jia

  14365-14373

  2023-06-26

• Safe Policy Improvement for POMDPs via Finite-State Controllers

  Thiago D. Simão, Marnix Suilen, Nils Jansen

  15109-15117

  2023-06-26

• Arithmetic Feature Interaction Is Necessary for Deep Tabular Learning

  Yi Cheng, Renjun Hu, Haochao Ying, Xing Shi, Jian Wu, Wei Lin

  11516-11524

  2024-03-24

• A Score-Based Deterministic Diffusion Algorithm with Smooth Scores for General Distributions

  Karthik Elamvazhuthi, Xuechen Zhang, Matthew Jacobs, Samet Oymak, Fabio Pasqualetti

  11866-11873

  2024-03-24

• Towards Safe Policy Learning under Partial Identifiability: A Causal Approach

  Shalmali Joshi, Junzhe Zhang, Elias Bareinboim

  13004-13012

  2024-03-24

• Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language Model

  Mingxin Li, Richong Zhang, Zhijie Nie, Yongyi Mao

  13590-13599

  2024-03-24

• Neural Network Approximation for Pessimistic Offline Reinforcement Learning

  Di Wu, Yuling Jiao, Li Shen, Haizhao Yang, Xiliang Lu

  15868-15877

  2024-03-24

• Exploring One-Shot Semi-supervised Federated Learning with Pre-trained Diffusion Models

  Mingzhao Yang, Shangchao Su, Bin Li, Xiangyang Xue

  16325-16333

  2024-03-24

• Effective Causal Discovery under Identifiable Heteroscedastic Noise Model

  Naiyu Yin, Tian Gao, Yue Yu, Qiang Ji

  16486-16494

  2024-03-24

• Improving Factual Error Correction by Learning to Inject Factual Errors

  Xingwei He, Qianru Zhang, A-Long Jin, Jun Ma, Yuan Yuan, Siu Ming Yiu

  18197-18205

  2024-03-24

• Task Contamination: Language Models May Not Be Few-Shot Anymore

  Changmao Li, Jeffrey Flanigan

  18471-18480

  2024-03-24

• MCL-NER: Cross-Lingual Named Entity Recognition via Multi-View Contrastive Learning

  Ying Mo, Jian Yang, Jiahao Liu, Qifan Wang, Ruoyu Chen, Jingang Wang, Zhoujun Li

  18789-18797

  2024-03-24

• End-to-End Phase Field Model Discovery Combining Experimentation, Crowdsourcing, Simulation and Learning

  Md Nasim, Xinghang Zhang, Anter El-Azab, Yexiang Xue

  23005-23011

  2024-03-24

• Online Reinforcement Learning-Based Pedagogical Planning for Narrative-Centered Learning Environments

  Fahmid Morshed Fahid, Jonathan Rowe, Yeojin Kim, Shashank Srivastava, James Lester

  23191-23199

  2024-03-24

• TC-Diffuser: Bi-Condition Multi-Modal Diffusion for Tropical Cyclone Forecasting

  Shiqi Zhang, Pan Mu, Cheng Huang, Jinglin Zhang, Cong Bai

  1120-1128

  2025-04-11

• A Compact Implicit Neural Representation for Efficient Storage of Massive 4D Functional Magnetic Resonance Imaging

  Ruoran Li, Runzhao Yang, Wenxin Xiang, Yuxiao Cheng, Tingxiong Xiao, Lu Yang, Jinli Suo

  4914-4922

  2025-04-11

• PVTree: Realistic and Controllable Palm Vein Generation for Recognition Tasks

  Sheng Shang, Chenglong Zhao, Ruixin Zhang, Jianlong Jin, Jingyun Zhang, Rizen Guo, Shouhong Ding, Yunsheng Wu, Yang Zhao, Wei Jia

  6767-6775

  2025-04-11

• Improving Generalization of Universal Adversarial Perturbation via Dynamic Maximin Optimization

  Yechao Zhang, Yingzhe Xu, Junyu Shi, Leo Yu Zhang, Shengshan Hu, Minghui Li, Yanjun Zhang

  10293-10301

  2025-04-11

• Future Sight and Tough Fights: Revolutionizing Sequential Recommendation with FENRec

  Yu-Hsuan Huang, Ling Lo, Hongxia Xie, Hong-Han Shuai, Wen-Huang Cheng

  11826-11834

  2025-04-11

• Salient Frequency-aware Exemplar Compression for Resource-constrained Online Continual Learning

  Junsu Kim, Suhyun Kim

  17895-17903

  2025-04-11

• TSVC: Tripartite Learning with Semantic Variation Consistency for Robust Image-Text Retrieval

  Shuai Lyu, Zijing Tian, Zhonghong Ou, Yifan Zhu, Xiao Zhang, Qiankun Ha, Haoran Luo, Meina Song

  19269-19277

  2025-04-11

• Attack on Prompt: Backdoor Attack in Prompt-Based Continual Learning

  Trang Nguyen, Anh Tran, Nhat Ho

  19686-19694

  2025-04-11

• FedPIA – Permuting and Integrating Adapters Leveraging Wasserstein Barycenters for Finetuning Foundation Models in Multi-Modal Federated Learning

  Pramit Saha, Divyanshu Mishra, Felix Wagner, Konstantinos Kamnitsas, J. Alison Noble

  20228-20236

  2025-04-11

• DOMBA: Double Model Balancing for Access-Controlled Language Models via Minimum-Bounded Aggregation

  Tom Segal, Asaf Shabtai, Yuval Elovici

  25101-25109

  2025-04-11