Publication Learning on Large-scale Text-attributed Graphs via Variational Inference JIianan Zhao, Meng Qu, Chaozhuo Li, Hao Yan, Qian Liu, Rui Li, Jian Tang, Xing Xie ICLR 2023 | November 2023 Notable-top-5% (1-st on the OGBN leaderboard)
Publication To Copy Rather Than Memorize: A Vertical Learning Paradigm for Knowledge Graph Completion Rui Li, Chaozhuo Li, Yanming Shen, Xu Chen, Jianan Zhao, Yujing Wang, Weihao Han, Hao Sun, weiwei deng, Qi Zhang, Xing Xie ACL 2023 | October 2023
Publication Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures Yongji Wu, Danyang Zhuo, Matthew Lentz, Yao Lu VLDB | September 2023
Publication Deep offline reinforcement learning for real-world treatment optimization applications Mila Nambiar, Supriyo GHOSH, Priscilla Ong, Yu En Chan, Yong Mong Bee, Pavitra Krishnaswamy Knowledge Discovery and Data Mining (KDD) [Applied Data Science Track] | August 2023
Publication Multi-Level Knowledge Distillation for Out-of-Distribution Detection in Text Qianhui Wu, Huiqiang Jiang, Haonan Yin, Börje F. Karlsson, Chin-Yew Lin The 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023) | July 2023
Publication CoLaDa: A Collaborative Label Denoising Framework for Cross-lingual Named Entity Recognition Tingting Ma, Qianhui Wu, Huiqiang Jiang, Börje F. Karlsson, Tiejun Zhao, Chin-Yew Lin The 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023) | July 2023
Publication Task-Aware Specialization for Efficient and Robust Dense Retrieval for Open-Domain Question Answering Hao Cheng, Hao Fang, Xiaodong Liu, Jianfeng Gao ACL 2023 | July 2023
Publication The Whole Truth and Nothing But the Truth: Faithful and Controllable Dialogue Response Generation with Dataflow Transduction and Constrained Decoding Hao Fang, Anusha Balakrishnan, Harsh Jhamtani, John Bufe, Jean Crawford, Jayant Krishnamurthy, Adam Pauls, Jason Eisner, Jacob Andreas, Dan Klein Findings of ACL 2023 | July 2023
Publication Privacy-Preserving Domain Adaptation of Semantic Parsers Fatemehsadat Mireshghallah, Yu Su, Richard Shin, Tatsunori Hashimoto, Jason Eisner ACL 2023 | July 2023
Publication Generative Sentiment Transfer via Adaptive Masking Yingze Xie, Jie Xu, Liqiang QIao, Feiran Huang, Yun Liu, Chaozhuo Li PAKDD 2023 | July 2023 Best Paper Runner-up
