| 2024 | Enhancing Deep Entity Resolution with Integrated Blocker-Matcher Training: Balancing Consensus and Discrepancy. | Wenzhou Dou, Derong Shen, Xiangmin Zhou, Hui Bai, Yue Kou, Tiezheng Nie, Hang Cui, Ge Yu |
| 2024 | FZR: Enhancing Knowledge Transfer via Shared Factors Composition in Zero-Shot Relational Learning. | Zhijun Dong, Likang Wu, Kai Zhang, Ye Liu, Yanghai Zhang, Zhi Li, Hongke Zhao, Enhong Chen |
| 2024 | On the Use of Large Language Models for Table Tasks. | Yuyang Dong, Masafumi Oyamada, Chuan Xiao, Haochen Zhang |
| 2024 | Boosting Certificate Robustness for Time Series Classification with Efficient Self-Ensemble. | Chang George Dong, Zhengyang David Li, Liangwei Nathan Zheng, Weitong Chen, Wei Emma Zhang |
| 2024 | PIXEL: Prompt-based Zero-shot Hashing via Visual and Textual Semantic Alignment. | Zeyu Dong, Qingqing Long, Yihang Zhou, Pengfei Wang, Zhihong Zhu, Xiao Luo, Yidong Wang, Pengyang Wang, Yuanchun Zhou |
| 2024 | Efficient Global Message Passing for Heterophilous Graphs. | Yanfei Dong, Mohammed Haroon Dupty, Lambert Deng, Yong Liang Goh, Wee Sun Lee |
| 2024 | Fairness in Large Language Models in Three Hours. | Thang Viet Doan, Zichong Wang, Nhat Nguyen Minh Hoang, Wenbin Zhang |
| 2024 | An Evaluation Framework for Attributed Information Retrieval using Large Language Models. | Hanane Djeddal, Pierre Erbacher, Raouf Toukal, Laure Soulier, Karen Pinel-Sauvagnat, Sophia Katrenko, Lynda Tamine |
| 2024 | SGOOD: Substructure-enhanced Graph-Level Out-of-Distribution Detection. | Zhihao Ding, Jieming Shi, Shiqi Shen, Xuequn Shang, Jiannong Cao, Zhipeng Wang, Zhi Gong |
| 2024 | Effective Illicit Account Detection on Large Cryptocurrency MultiGraphs. | Zhihao Ding, Jieming Shi, Qing Li, Jiannong Cao |
| 2024 | ALDF: An Adaptive Logical Decision Framework for Multimodal Named Entity Recognition. | Guohui Ding, Tianhao Jiang, Rui Zhou, Qian Gao |
| 2024 | Boosting Large Language Models with Socratic Method for Conversational Mathematics Teaching. | Yuyang Ding, Hanglei Hu, Jie Zhou, Qin Chen, Bo Jiang, Liang He |
| 2024 | DRFormer: Multi-Scale Transformer Utilizing Diverse Receptive Fields for Long Time-Series Forecasting. | Ruixin Ding, Yuqi Chen, Yu-Ting Lan, Wei Zhang |
| 2024 | Quantum Inverse Contextual Vision Transformers (Q-ICVT): A New Frontier in 3D Object Detection for AVs. | Sanjay Bhargav Dharavath, Tanmoy Dam, Supriyo Chakraborty, Prithwiraj Roy, Aniruddha Maiti |
| 2024 | A Skill Proficiency Framework for Workforce Learning and Development. | Rebecca Dew, Mingzhao Li, Sandya Baratha Raj |
| 2024 | A Supervised BERT Model for Identifying Core-Intent Bearing Phrases in e-Commerce Queries. | Abhishek Sudhakar Deshmukh, Arnab Dutta |
| 2024 | A Systematic Evaluation of Generated Time Series and Their Effects in Self-Supervised Pretraining. | Audrey Der, Chin-Chia Michael Yeh, Xin Dai, Huiyuan Chen, Yan Zheng, Yujie Fan, Zhongfang Zhuang, Vivian Lai, Junpeng Wang, Liang Wang, Wei Zhang, Eamonn J. Keogh |
| 2024 | PROSPECT: Learn MLPs on Graphs Robust against Adversarial Structure Attacks. | Bowen Deng, Jialong Chen, Yanming Hu, Zhiyong Xu, Chuan Chen, Tao Zhang |
| 2024 | Automated Nanoparticle Image Processing Pipeline for AI-Driven Materials Characterization. | Alexandra L. Day, Carolin B. Wahl, Roberto dos Reis, Wei-keng Liao, Vinayak P. Dravid, Alok N. Choudhary, Ankit Agrawal |
| 2024 | Transforming Location Retrieval at Airbnb: A Journey from Heuristics to Reinforcement Learning. | Dillon Davis, Huiji Gao, Thomas Legrand, Malay Haldar, Alex Deng, Han Zhao, Liwei He, Sanjeev Katariya |
| 2024 | ByGCN: Spatial Temporal Byroad-Aware Graph Convolution Network for Traffic Flow Prediction in Road Networks. | Tangpeng Dan, Xiao Pan, Bolong Zheng, Xiaofeng Meng |
| 2024 | Enhancing E-Commerce Query Rewriting: A Large Language Model Approach with Domain-Specific Pre-Training and Reinforcement Learning. | Aijun Dai, Zhenyu Zhu, Haiqing Hu, Guoyu Tang, Lin Liu, Sulong Xu |
| 2024 | MSG-Chart: Multimodal Scene Graph for ChartQA. | Yue Dai, Soyeon Caren Han, Wei Liu |
| 2024 | UniEmbedding: Learning Universal Multi-Modal Multi-Domain Item Embeddings via User-View Contrastive Learning. | Boqi Dai, Zhaocheng Du, Jieming Zhu, Jintao Xu, Deqing Zou, Quanyu Dai, Zhenhua Dong, Rui Zhang, Hai-Tao Zheng |
| 2024 | Shaded Route Planning Using Active Segmentation and Identification of Satellite Images. | Longchao Da, Rohan Chhibba, Rushabh Jaiswal, Ariane Middel, Hua Wei |