| 2025 | ICSOC | GRACE: A Strategic LLM-Enhanced Graph Reinforcement Learning Framework for Adaptive Fault Recovery in Microservice Systems. | Ruibo Chen, Yanjun Pu, Ji Xin, Junle Wang, Xingchuang Liao, Kui Zhang, Wenjun Wu |
| 2023 | ACL | Operator Selection and Ordering in a Pipeline Approach to Efficiency Optimizations for Transformers. | Ji Xin, Raphael Tang, Zhiying Jiang, Yaoliang Yu, Jimmy Lin |
| 2022 | ACL | Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations. | Ji Xin, Chenyan Xiong, Ashwin Srinivasan, Ankita Sharma, Damien Jose, Paul Bennett |
| 2022 | EMNLP | Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking. | Minghan Li, Xinyu Zhang, Ji Xin, Hongyang Zhang, Jimmy Lin |
| 2022 | ICASSP | Temporal Early Exiting for Streaming Speech Commands Recognition. | Raphael Tang, Karun Kumar, Ji Xin, Piyush Vyas, Wenyan Li, Gefei Yang, Yajie Mao, G. Craig Murray, Jimmy Lin |
| 2021 | ACL | The Art of Abstention: Selective Prediction and Error Regularization for Natural Language Processing. | Ji Xin, Raphael Tang, Yaoliang Yu, Jimmy Lin |
| 2021 | EACL | BERxiT: Early Exiting for BERT with Better Fine-Tuning and Extension to Regression. | Ji Xin, Raphael Tang, Yaoliang Yu, Jimmy Lin |
| 2021 | EMNLP | Simple and Effective Unsupervised Redundancy Elimination to Compress Dense Vectors for Passage Retrieval. | Xueguang Ma, Minghan Li, Kai Sun, Ji Xin, Jimmy Lin |
| 2021 | EMNLP | Voice Query Auto Completion. | Raphael Tang, Karun Kumar, Kendra Chalkley, Ji Xin, Liming Zhang, Wenyan Li, Gefei Yang, Yajie Mao, Junho Shin, Geoffrey Craig Murray, Jimmy Lin |
| 2020 | ACL | Showing Your Work Doesn't Always Work. | Raphael Tang, Jaejun Lee, Ji Xin, Xinyu Liu, Yaoliang Yu, Jimmy Lin |
| 2020 | ACL | DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference. | Ji Xin, Raphael Tang, Jaejun Lee, Yaoliang Yu, Jimmy Lin |
| 2020 | EMNLP | Inserting Information Bottleneck for Attribution in Transformers. | Zhiying Jiang, Raphael Tang, Ji Xin, Jimmy Lin |
| 2020 | EMNLP | Early Exiting BERT for Efficient Document Ranking. | Ji Xin, Rodrigo Nogueira, Yaoliang Yu, Jimmy Lin |
| 2019 | EMNLP | What Part of the Neural Network Does This? Understanding LSTMs by Measuring and Dissecting Neurons. | Ji Xin, Jimmy Lin, Yaoliang Yu |
| 2018 | AAAI | Improving Neural Fine-Grained Entity Typing With Knowledge Attention. | Ji Xin, Yankai Lin, Zhiyuan Liu, Maosong Sun |
| 2018 | EMNLP | Put It Back: Entity Typing with Language Model Enhancement. | Ji Xin, Hao Zhu, Xu Han, Zhiyuan Liu, Maosong Sun |