| 2024 | Guardian: Guarding against Gradient Leakage with Provable Defense for Federated Learning. | Mingyuan Fan, Yang Liu, Cen Chen, Chengyu Wang, Minghui Qiu, Wenmeng Zhou |
| 2024 | Genomic-World Fungi Data: Synteny Part. | Pedro Escobar-Turriza, Luis Muoz-Miranda, Alejandro Pereira-Santana |
| 2024 | The Journey to A Knowledgeable Assistant with Retrieval-Augmented Generation (RAG). | Xin Luna Dong |
| 2024 | The 5th International Workshop on Machine Learning on Graphs (MLoG). | Tyler Derr, Yao Ma, Kaize Ding, Tong Zhao, Nesreen K. Ahmed |
| 2024 | K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization. | Cheng Deng, Tianhang Zhang, Zhongmou He, Qiyuan Chen, Yuanyuan Shi, Yi Xu, Luoyi Fu, Weinan Zhang, Xinbing Wang, Chenghu Zhou, Zhouhan Lin, Junxian He |
| 2024 | CL4DIV: A Contrastive Learning Framework for Search Result Diversification. | Zhirui Deng, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen |
| 2024 | CroSSL: Cross-modal Self-Supervised Learning for Time-series through Latent Masking. | Shohreh Deldari, Dimitris Spathis, Mohammad Malekzadeh, Fahim Kawsar, Flora D. Salim, Akhil Mathur |
| 2024 | The 3rd International Workshop on Interactive and Scalable Information Retrieval Methods for eCommerce (ISIR-eCom 2024). | Vachik S. Dave, Linsey Pang, Xiquan Cui, Chen Luo, Hamed Zamani, Lingfei Wu, George Karypis |
| 2024 | Applications of LLMs in E-Commerce Search and Product Knowledge Graph: The DoorDash Case Study. | Sudeep Das, Raghav Saboo, Chaitanya S. K. Vadrevu, Bruce Wang, Steven Xu |
| 2024 | Automated Topic Generation for the Mexican Platform for Access to Government Public Information During the Period 2003-2020. | Hermelando Cruz-Prez, Alejandro Molina-Villegas |
| 2024 | Overlapping and Robust Edge-Colored Clustering in Hypergraphs. | Alex Crane, Brian Lavallee, Blair D. Sullivan, Nate Veldt |
| 2024 | Augmenting Keyword-based Search in Mobile Applications Using LLMs. | Harikrishnan C, Giridhar Sreenivasa Murthy, Kumar Rangarajan |
| 2024 | What I Learned from Spending a Dozen Years in the Dark Web. | Nicolas Christin |
| 2024 | Customized and Robust Deep Neural Network Watermarking. | Tzu-Yun Chien, Chih-Ya Shen |
| 2024 | TemporalMed: Advancing Medical Dialogues with Time-Aware Responses in Large Language Models. | Yuyan Chen, Jin Zhao, Zhihao Wen, Zhixu Li, Yanghua Xiao |
| 2024 | Exploiting Duality in Open Information Extraction with Predicate Prompt. | Zhen Chen, Jingping Liu, Deqing Yang, Yanghua Xiao, Huimin Xu, Zongyu Wang, Rui Xie, Yunsen Xian |
| 2024 | Empathetic Response Generation with Relation-aware Commonsense Knowledge. | Changyu Chen, Yanran Li, Chen Wei, Jianwei Cui, Bin Wang, Rui Yan |
| 2024 | Towards Mitigating Dimensional Collapse of Representations in Collaborative Filtering. | Huiyuan Chen, Vivian Lai, Hongye Jin, Zhimeng Jiang, Mahashweta Das, Xia Hu |
| 2024 | Professional Network Matters: Connections Empower Person-Job Fit. | Hao Chen, Lun Du, Yuxuan Lu, Qiang Fu, Xu Chen, Shi Han, Yanbin Kang, Guangming Lu, Zi Li |
| 2024 | PEFA: Parameter-Free Adapters for Large-scale Embedding-based Retrieval Models. | Wei-Cheng Chang, Jyun-Yu Jiang, Jiong Zhang, Mutasem Al-Darabsah, Choon Hui Teo, Cho-Jui Hsieh, Hsiang-Fu Yu, S. V. N. Vishwanathan |
| 2024 | To Copy, or not to Copy; That is a Critical Issue of the Output Softmax Layer in Neural Sequential Recommenders. | Haw-Shiuan Chang, Nikhil Agarwal, Andrew McCallum |
| 2024 | LMBot: Distilling Graph Knowledge into Language Model for Graph-less Deployment in Twitter Bot Detection. | Zijian Cai, Zhaoxuan Tan, Zhenyu Lei, Zifeng Zhu, Hongrui Wang, Qinghua Zheng, Minnan Luo |
| 2024 | Delphic Costs and Benefits in Web Search: A Utilitarian and Historical Analysis. | Andrei Z. Broder |
| 2024 | Ranking with Long-Term Constraints. | Kiant Brantley, Zhichong Fang, Sarah Dean, Thorsten Joachims |
| 2024 | IAI MovieBot 2.0: An Enhanced Research Platform with Trainable Neural Components and Transparent User Modeling. | Nolwenn Bernard, Ivica Kostric, Krisztian Balog |