| 2024 | Graphologue: Bridging RDBMS and Graph Databases with Natural Language Interfaces. | Yongzhe Jia, Jianguo Wei, Xin Wang, Dawei Xu, Xintian Zuo, Yuxuan Yang, Xuan Xiao |
| 2024 | SeqSHAP: Subsequence Level Shapley Value Explanations for Sequential Predictions. | Guanyu Jiang, Fuzhen Zhuang, Bowen Song, Yongchun Zhu, Ying Sun, Weiqiang Wang, Deqing Wang |
| 2024 | AdaShifter: An Online Data Annotation Framework Under Human-Machine Collaboration. | Shanyang Jiang, Lan Zhang |
| 2024 | Accelerating Training of Large Neural Models by Gradient-Based Growth Learning. | Haowei Jiang, Jianxing Yu, Libin Zheng, Huaijie Zhu, Wei Liu, Jian Yin |
| 2024 | Enhancing Question Answering for Enterprise Knowledge Bases using Large Language Models. | Feihu Jiang, Chuan Qin, Kaichun Yao, Chuyu Fang, Fuzhen Zhuang, Hengshu Zhu, Hui Xiong |
| 2024 | Reformulating Sequential Recommendation: Learning Dynamic User Interest with Content-enriched Language Modeling. | Junzhe Jiang, Shang Qu, Mingyue Cheng, Qi Liu, Zhiding Liu, Hao Zhang, Rujiao Zhang, Kai Zhang, Rui Li, Jiatong Li, Min Gao |
| 2024 | Mitigating Bias with Incomplete Sensitive Labels: A Confidence-Based Randomization Framework. | Zirui Hu, Zheng Zhang, Qi Liu, Haoyang Bi, Zhenya Huang, Qingyang Mao, Weibo Gao, Wenjun Feng |
| 2024 | Imitation Learning Decision with Driving Style Tuning for Personalized Autonomous Driving. | Rui Hu, Yuze Wang, Ximu Zeng, Shuncheng Liu, Quanlin Yu, Peicong Wu, Zhengzhuo Zhang, Han Su, Kai Zheng |
| 2024 | Super-Node Generation for GNN-Based Recommender Systems: Enhancing Distant Node Integration via Graph Coarsening. | Shasha Hu, Chao Wang, Chuan Qin, Hengshu Zhu, Hui Xiong |
| 2024 | bSAX: A Novel Sketch for Efficient Data Series Similarity Search. | Han Hu, Jiye Qiu, Hongzhi Wang, Bin Liang, Songling Zou |
| 2024 | CrimeAlarm: Towards Intensive Intent Dynamics in Fine-Grained Crime Prediction. | Kaixi Hu, Lin Li, Qing Xie, Xiaohui Tao, Guandong Xu |
| 2024 | Representation and Granularity Joint Alignment Framework for Multimodal Sarcasm Detection on Social Media. | Jiapei Hu, Yifan Lyu, Yun Xue, Fenghuan Li, Qianhua Cai |
| 2024 | Advancing Latent Representation Ranking for Masked Graph Autoencoder. | Yulan Hu, Ge Chen, Sheng Ouyang, Zhirui Yang, Junchen Wan, Fuzheng Zhang, Zhongyuan Wang, Zhao Cao, Shangquan Wu, Yong Liu |
| 2024 | CPCF: A Flexible Chunking and Proactive Insertion Cuckoo Filter. | Wendi Hua, Ping Xie, Xiao Qin, Rui Mao, Yan Ji, Hao Chen, Hua Yan, Jianbin Qin |
| 2024 | OSGraph: A Data Visualization Insight Platform for Open Source Community. | Wenrui Huang, Xiaoya Xia, Aoying Zhou, Xuan Zhou, Wei Wang, Shengyu Zhao, Zhiyong Wang, Sikang Bian |
| 2024 | Modeling Learning Transfer Effects in Knowledge Tracing: A Dynamic and Bidirectional Perspective. | Weizhe Huang, Shuanghong Shen, Zhenya Huang, Qi Liu, Junyu Lu, Yu Su |
| 2024 | Counterfactual Debasing for Multi-behavior Recommendations. | Sirui Huang, Qian Li, Xiangmeng Wang, Dianer Yu, Guandong Xu, Qing Li |
| 2024 | Knowledge-aware Multi-scale Time Series Abnormal Segment Detection. | Zhen-Wei Huang, Yuefang Gao, Ling Huang, Zhongjie Zeng, Jiaquan Chen, Yingjie Kuang |
| 2024 | Financial-ICS: Identifying Peer Firms via LongBERT from 10K Reports. | Jintao Huang |
| 2024 | Generating Achievement Relationship Graph Between Actions for Alternative Solution Recommendation. | Tsukasa Hirano, Yoshiyuki Shoji, Takehiro Yamamoto, Kouzou Ohara |
| 2024 | Causal Disentangled Sentiment Debiasing for Recommendation. | Ming He, Chang Liu, Han Zhang, Zihao Zhang |
| 2024 | Construction of EMU Fault Knowledge Graph Based on Large Language Model. | Ziwei Han, Hui Wang, Yaxin Li, Fangzhou Xu |
| 2024 | Enhancing Spatiotemporal Prediction with Intra- and Inter-granularity Contrastive Learning. | Qilong Han, Shanshan Sui, Dan Lu, Shiqing Wu, Guandong Xu |
| 2024 | Independent Embedding-Based Relational Enhancement Model for Hyper-Relational Knowledge Graph. | Qilong Han, Jiahang Li, Dan Lu, Lijie Li, Bingyi Xie |
| 2024 | Reusing Your Prepared Data: An Informed Cache for Accelerating DNN Model Training. | Ke Han, Wen Cheng, Yong Li, Yunxiang Wu, Lingfang Zeng, Guang Chen |