| 2023 | From Human Days to Machine Seconds: Automatically Answering and Generating Machine Learning Final Exams. | Iddo Drori, Sarah J. Zhang, Reece Shuttleworth, Sarah Zhang, Keith Tyser, Zad Chin, Pedro Lantigua, Saisamrit Surbehera, Gregory Hunter, Derek Austin, Leonard Tang, Yann Hicke, Sage Simhon, Sathwik Karnik, Darnell Granberry, Madeleine Udell |
| 2023 | Towards Next-Generation Intelligent Assistants Leveraging LLM Techniques. | Xin Luna Dong, Seungwhan Moon, Yifan Ethan Xu, Kshitiz Malik, Zhou Yu |
| 2023 | Fairness in Graph Machine Learning: Recent Advances and Future Prospectives. | Yushun Dong, Oyku Deniz Kose, Yanning Shen, Jundong Li |
| 2023 | Investigating Trojan Attacks on Pre-trained Language Model-powered Database Middleware. | Peiran Dong, Song Guo, Junxiao Wang |
| 2023 | MetricPrompt: Prompting Model as a Relevance Metric for Few-shot Text Classification. | Hongyuan Dong, Weinan Zhang, Wanxiang Che |
| 2023 | Variance Reduction Using In-Experiment Data: Efficient and Targeted Online Measurement for Sparse and Delayed Outcomes. | Alex Deng, Michelle Du, Anna Matlin, Qing Zhang |
| 2023 | Accelerating Dynamic Network Embedding with Billions of Parameter Updates to Milliseconds. | Haoran Deng, Yang Yang, Jiahe Li, Haoyang Cai, Shiliang Pu, Weihao Jiang |
| 2023 | Modelling Delayed Redemption with Importance Sampling and Pre-Redemption Engagement. | Samik Datta, Anshuman Mourya, Anirban Majumder, Vineet Chaoji |
| 2023 | TWIN: Personalized Clinical Trial Digital Twin Generation. | Trisha Das, Zifeng Wang, Jimeng Sun |
| 2023 | Generalized Matrix Local Low Rank Representation by Random Projection and Submatrix Propagation. | Pengtao Dang, Haiqi Zhu, Tingbo Guo, Changlin Wan, Tong Zhao, Paul Salama, Yijie Wang, Sha Cao, Chi Zhang |
| 2023 | Conditional Neural ODE Processes for Individual Disease Progression Forecasting: A Case Study on COVID-19. | Ting Dang, Jing Han, Tong Xia, Erika Bondareva, Chlo Siegele-Brown, Jagmohan Chauhan, Andreas Grammenos, Dimitris Spathis, Pietro Cicuta, Cecilia Mascolo |
| 2023 | Contrastive Learning for User Sequence Representation in Personalized Product Search. | Shitong Dai, Jiongnan Liu, Zhicheng Dou, Haonan Wang, Lin Liu, Bo Long, Ji-Rong Wen |
| 2023 | A Unified Framework of Graph Information Bottleneck for Robustness and Membership Privacy. | Enyan Dai, Limeng Cui, Zhengyang Wang, Xianfeng Tang, Yinghan Wang, Monica Xiao Cheng, Bing Yin, Suhang Wang |
| 2023 | Deep Encoders with Auxiliary Parameters for Extreme Classification. | Kunal Dahiya, Sachin Yadav, Sushant Sondhi, Deepak Saini, Sonu Mehta, Jian Jiao, Sumeet Agarwal, Purushottam Kar, Manik Varma |
| 2023 | Below the Surface: Summarizing Event Sequences with Generalized Sequential Patterns. | Joscha Cppers, Jilles Vreeken |
| 2023 | MGNN: Graph Neural Networks Inspired by Distance Geometry Problem. | Guanyu Cui, Zhewei Wei |
| 2023 | 3rd Workshop on Online and Adaptive Recommender Systems (OARS). | Xiquan Cui, Vachik S. Dave, Yi Su, Khalifeh Al Jadda, Srijan Kumar, Julian J. McAuley, Tao Ye, Stephen D. Guo, Chip Huyen |
| 2023 | Reducing Exposure to Harmful Content via Graph Rewiring. | Corinna Coupette, Stefan Neumann, Aristides Gionis |
| 2023 | Representation Learning on Hyper-Relational and Numeric Knowledge Graphs with Transformers. | Chanyoung Chung, Jaejun Lee, Joyce Jiyoung Whang |
| 2023 | CT4Rec: Simple yet Effective Consistency Training for Sequential Recommendation. | Chong Liu, Xiaoyang Liu, Rongqin Zheng, Lixin Zhang, Xiaobo Liang, Juntao Li, Lijun Wu, Min Zhang, Leyu Lin |
| 2023 | Classification of Edge-dependent Labels of Nodes in Hypergraphs. | Minyoung Choe, Sunwoo Kim, Jaemin Yoo, Kijung Shin |
| 2023 | Shilling Black-box Review-based Recommender Systems through Fake Review Generation. | Hung-Yun Chiang, Yi-Syuan Chen, Yun-Zhu Song, Hong-Han Shuai, Jason S. Chang |
| 2023 | Web-Scale Academic Name Disambiguation: The WhoIsWho Benchmark, Leaderboard, and Toolkit. | Bo Chen, Jing Zhang, Fanjin Zhang, Tianyi Han, Yuqing Cheng, Xiaoyan Li, Yuxiao Dong, Jie Tang |
| 2023 | Open-Set Semi-Supervised Text Classification with Latent Outlier Softening. | Junfan Chen, Richong Zhang, Junchi Chen, Chunming Hu, Yongyi Mao |
| 2023 | On Hierarchical Disentanglement of Interactive Behaviors for Multimodal Spatiotemporal Data with Incompleteness. | Jiayi Chen, Aidong Zhang |