| 2024 | CrossLight: Offline-to-Online Reinforcement Learning for Cross-City Traffic Signal Control. | Qian Sun, Rui Zha, Le Zhang, Jingbo Zhou, Yu Mei, Zhiling Li, Hui Xiong |
| 2024 | Fast Computation for the Forest Matrix of an Evolving Graph. | Haoxin Sun, Xiaotian Zhou, Zhongzhi Zhang |
| 2024 | Dual-Assessment Driven Pruning: Iterative Optimizing Layer-wise Sparsity for Large Language Model. | Qinghui Sun, Weilun Wang, Yanni Zhu, Shenghuan He, Hao Yi, Zehua Cai, Hong Liu |
| 2024 | MGMatch: Fast Matchmaking with Nonlinear Objective and Constraints via Multimodal Deep Graph Learning. | Yu Sun, Kai Wang, Zhipeng Hu, Runze Wu, Yaoxin Wu, Wen Song, Xudong Shen, Tangjie Lv, Changjie Fan |
| 2024 | Going Where, by Whom, and at What Time: Next Location Prediction Considering User Preference and Temporal Regularity. | Tianao Sun, Ke Fu, Weiming Huang, Kai Zhao, Yongshun Gong, Meng Chen |
| 2024 | Self-Supervised Denoising through Independent Cascade Graph Augmentation for Robust Social Recommendation. | Youchen Sun, Zhu Sun, Yingpeng Du, Jie Zhang, Yew Soon Ong |
| 2024 | DIVE: Subgraph Disagreement for Graph Out-of-Distribution Generalization. | Xin Sun, Liang Wang, Qiang Liu, Shu Wu, Zilei Wang, Liang Wang |
| 2024 | Multi-Task Neural Linear Bandit for Exploration in Recommender Systems. | Yi Su, Haokai Lu, Yuening Li, Liang Liu, Shuchao Bi, Ed H. Chi, Minmin Chen |
| 2024 | Improving Ego-Cluster for Network Effect Measurement. | Wentao Su, Weitao Duan |
| 2024 | Marrying Dialogue Systems with Data Visualization: Interactive Data Visualization Generation from Natural Language Conversations. | Yuanfeng Song, Xuefang Zhao, Raymond Chi-Wing Wong |
| 2024 | Mitigating Negative Transfer in Cross-Domain Recommendation via Knowledge Transferability Enhancement. | Zijian Song, Wenhan Zhang, Lifang Deng, Jiandong Zhang, Zhihua Wu, Kaigui Bian, Bin Cui |
| 2024 | On Early Detection of Hallucinations in Factual Question Answering. | Ben Snyder, Marius Moisescu, Muhammad Bilal Zafar |
| 2024 | MAML-en-LLM: Model Agnostic Meta-Training of LLMs for Improved In-Context Learning. | Sanchit Sinha, Yuguang Yue, Victor Soto, Mayank Kulkarni, Jianhua Lu, Aidong Zhang |
| 2024 | CoLiDR: Concept Learning using Aggregated Disentangled Representations. | Sanchit Sinha, Guangzhi Xiong, Aidong Zhang |
| 2024 | LPFormer: An Adaptive Graph Transformer for Link Prediction. | Harry Shomer, Yao Ma, Haitao Mao, Juanhui Li, Bo Wu, Jiliang Tang |
| 2024 | Efficient and Long-Tailed Generalization for Pre-trained Vision-Language Model. | Jiang-Xin Shi, Chi Zhang, Tong Wei, Yufeng Li |
| 2024 | Learning Attributed Graphlets: Predictive Graph Mining by Graphlets with Trainable Attribute. | Tajima Shinji, Ren Sugihara, Ryota Kitahara, Masayuki Karasuyama |
| 2024 | Orthogonality Matters: Invariant Time Series Representation for Out-of-distribution Classification. | Ruize Shi, Hong Huang, Kehan Yin, Wei Zhou, Hai Jin |
| 2024 | From Variability to Stability: Advancing RecSys Benchmarking Practices. | Valeriy Shevchenko, Nikita Belousov, Alexey Vasilev, Vladimir Zholobov, Artyom Sosedka, Natalia Semenova, Anna Volodkevich, Andrey V. Savchenko, Alexey Zaytsev |
| 2024 | Optimizing OOD Detection in Molecular Graphs: A Novel Approach with Diffusion Models. | Xu Shen, Yili Wang, Kaixiong Zhou, Shirui Pan, Xin Wang |
| 2024 | Capturing Homogeneous Influence among Students: Hypergraph Cognitive Diagnosis for Intelligent Education Systems. | Junhao Shen, Hong Qian, Shuo Liu, Wei Zhang, Bo Jiang, Aimin Zhou |
| 2024 | Lumos: Empowering Multimodal LLMs with Scene Text Recognition. | Ashish Shenoy, Yichao Lu, Srihari Jayakumar, Debojeet Chatterjee, Mohsen Moslehpour, Pierce Chuang, Abhay Harpale, Vikas Bhardwaj, Di Xu, Shicong Zhao, Longfang Zhao, Ankit Ramchandani, Xin Luna Dong, Anuj Kumar |
| 2024 | MSPipe: Efficient Temporal GNN Training via Staleness-Aware Pipeline. | Guangming Sheng, Junwei Su, Chao Huang, Chuan Wu |
| 2024 | Optimizing Novelty of Top-k Recommendations using Large Language Models and Reinforcement Learning. | Amit Sharma, Hua Li, Xue Li, Jian Jiao |
| 2024 | Certified Robustness on Visual Graph Matching via Searching Optimal Smoothing Range. | Huaqing Shao, Lanjun Wang, Yongwei Wang, Qibing Ren, Junchi Yan |