| 2024 | Towards Expansive and Adaptive Hard Negative Mining: Graph Contrastive Learning via Subspace Preserving. | Zhezheng Hao, Haonan Xin, Long Wei, Liaoyuan Tang, Rong Wang, Feiping Nie |
| 2024 | Efficient Noise-Decoupling for Multi-Behavior Sequential Recommendation. | Yongqiang Han, Hao Wang, Kefan Wang, Likang Wu, Zhi Li, Wei Guo, Yong Liu, Defu Lian, Enhong Chen |
| 2024 | Towards Fact-check Summarization Leveraging on Argumentation Elements Tied to Entity Graphs. | Katerina Hanikov, David Chudn, Vojtech Svtek, Peter Vajdecka, Raphal Troncy, Filip Vencovsk, Jana Syrovtkov |
| 2024 | ContraMTD: An Unsupervised Malicious Network Traffic Detection Method based on Contrastive Learning. | Xueying Han, Susu Cui, Jian Qin, Song Liu, Bo Jiang, Cong Dong, Zhigang Lu, Baoxu Liu |
| 2024 | Turning A Curse into A Blessing: Data-Aware Memory-Efficient Training of Graph Neural Networks by Dynamic Exiting. | Yan Han, Kaiqi Chen, Shan Li, Ji Yan, Baoxu Shi, Lei Zhang, Fei Chen, Jaewon Yang, Yunpeng Xu, Xiaoqiang Luo, Qi He, Ying Ding, Zhangyang Wang |
| 2024 | GPT Assisted Annotation of Rhetorical and Linguistic Features for Interpretable Propaganda Technique Detection in News Text. | Kyle Hamilton, Luca Longo, Bojan Bozic |
| 2024 | Malicious Package Detection using Metadata Information. | Sajal Halder, Michael Bewong, Arash Mahboubi, Yinhao Jiang, Md. Rafiqul Islam, Md Zahidul Islam, Ryan H. L. Ip, Muhammad Ejaz Ahmed, Gowri Sankar Ramachandran, Muhammad Ali Babar |
| 2024 | Federated Learning Vulnerabilities: Privacy Attacks with Denoising Diffusion Probabilistic Models. | Hongyan Gu, Xinyi Zhang, Jiang Li, Hui Wei, Baiqi Li, Xinli Huang |
| 2024 | Decoding YouTube's Recommendation System: A Comparative Study of Metadata and GPT-4 Extracted Narratives. | Mayor Inna Gurung, Md Monoarul Islam Bhuiyan, Ahmed Al-Taweel, Nitin Agarwal |
| 2024 | Prior-Free Mechanism with Welfare Guarantees. | Guru Guruganesh, Jon Schneider, Joshua R. Wang |
| 2024 | HBIAS FedAvg: Smooth Federated Learning Transition for In-use Edge Models. | Anupam Gupta, Pabitra Mitra, Sudip Misra |
| 2024 | FedHLT: Efficient Federated Low-Rank Adaption with Hierarchical Language Tree for Multilingual Modeling. | Zhihan Guo, Yifei Zhang, Zhuo Zhang, Zenglin Xu, Irwin King |
| 2024 | Bayesian Iterative Prediction and Lexical-based Interpretation for Disturbed Chinese Sentence Pair Matching. | Muzhe Guo, Muhao Guo, Juntao Su, Junyu Chen, Jiaqian Yu, Jiaqi Wang, Hongfei Du, Parmanand Sahu, Ashwin Assysh Sharma, Fang Jin |
| 2024 | PASS: Predictive Auto-Scaling System for Large-scale Enterprise Web Applications. | Yunda Guo, Jiake Ge, Panfeng Guo, Yunpeng Chai, Tao Li, Mengnan Shi, Yang Tu, Jian Ouyang |
| 2024 | Online Disinformation and Generative Language Models: Motivations, Challenges, and Mitigations. | Ziyi Guo |
| 2024 | AI-based Prediction of Catheter-related Thrombosis Risk for Cancer Patients. | Yaoqi Guo, Yun Ma, Zijian Shao, Weichen Bi, Yanfeng Wang |
| 2024 | Query in Your Tongue: Reinforce Large Language Models with Retrievers for Cross-lingual Search Generative Experience. | Ping Guo, Yue Hu, Yanan Cao, Yubing Ren, Yunpeng Li, Heyan Huang |
| 2024 | Modeling Balanced Explicit and Implicit Relations with Contrastive Learning for Knowledge Concept Recommendation in MOOCs. | Hengnian Gu, Zhiyi Duan, Pan Xie, Dongdai Zhou |
| 2024 | Generating Privacy-preserving Educational Data Records with Diffusion Model. | Quanlong Guan, Yanchong Yu, Xiujie Huang, Liangda Fang, Chaobo He, Lusheng Wu, Weiqi Luo, Guanliang Chen |
| 2024 | Event GDR: Event-Centric Generative Document Retrieval. | Yong Guan, Dingxiao Liu, Jinchen Ma, Hao Peng, Xiaozhi Wang, Lei Hou, Ru Li |
| 2024 | Bidder Selection Problem in Position Auctions: A Fast and Simple Algorithm via Poisson Approximation. | Nikolai Gravin, Yixuan Even Xu, Renfei Zhou |
| 2024 | [PromptEng] First International Workshop on Prompt Engineering for Pre-Trained Language Models. | Damien Graux, Sbastien Montella, Hajira Jabeen, Claire Gardent, Jeff Z. Pan |
| 2024 | Multi-Label Zero-Shot Product Attribute-Value Extraction. | Jiaying Gong, Hoda Eldardiry |
| 2024 | Perceptions in Pixels: Analyzing Perceived Gender and Skin Tone in Real-world Image Search Results. | Jeffrey L. Gleason, Avijit Ghosh, Ronald E. Robertson, Christo Wilson |
| 2024 | Mining Temporal Networks. | Aristides Gionis, Lutz Oettershagen, Ilie Sarpe |