| 2026 | AAAI | Detecting Emotional Dynamic Trajectories: An Evaluation Framework for Emotional Support in Language Models. | Zhouxing Tan, Ruochong Xiong, Yulong Wan, Jinlong Ma, Hanlin Xue, Qichun Deng, Haifeng Jing, Zhengtong Zhang, Depei Liu, Shiyuan Luo, Junfei Liu |
| 2026 | AAAI | Efficient Transcoder Adaptation for Fine-Tuned Models: Revealing Medical Reasoning Mechanisms in Large Language Models. | Zhouxing Tan, Hanlin Xue, Yulong Wan, Ruochong Xiong, Xu Chu, Xiang Li, Junfei Liu |
| 2026 | ACL | Verifiable LLM-Generated Text Detection via Projected Semantic-Structural Distributions. | Ruochong Xiong, Qien Li, Wangwang Lian, Yulong Wan, Hanlin Xue, Zhouxing Tan, Han Yang, Fengyu Lu, Junfei Liu |
| 2025 | ASPDAC | FPBA: Flexible Percentile-Based Allocation for Multiple-Bits-Per-Cell RRAM. | Junfei Liu, Anson Kahng |
| 2025 | BIBE | A Deep-Learning Approach Based on Graph Network Model for Recognizing Receptor-Odor Interaction and Perception. | Fei Wang, Junfei Liu, Zihao Liu, Huihao Wang, Yunwei Xiong, Xiaoya Xie, Xing Chen |
| 2025 | CogSci | PiPMRE: A Pipeline Based on Language Model for Medical Relation Extraction. | Jiaxin Duan, Fengyu Lu, Junfei Liu |
| 2025 | CogSci | Efficient Multi-dimensional Optimization in Abstractive Summarization via Mixture-of-Learnable Prompts Tuning. | Fengyu Lu, Jiaxin Duan, Junfei Liu |
| 2025 | ICASSP | Learning Markup Language Model for Composite Relationships Extraction. | Fengyu Lu, Jiaxin Duan, Junfei Liu |
| 2024 | COLING | Alleviating Exposure Bias in Abstractive Summarization via Sequentially Generating and Revising. | Jiaxin Duan, Fengyu Lu, Junfei Liu |
| 2024 | COLING | Prophecy Distillation for Boosting Abstractive Summarization. | Jiaxin Duan, Fengyu Lu, Junfei Liu |
| 2024 | ICASSP | Alleviating Hallucinations Via Supportive Window Indexing in Abstractive Summarization. | Jiaxin Duan, Fengyu Lu, Junfei Liu |
| 2024 | ICASSP | Iterative Autoregressive Generation for Abstractive Summarization. | Jiaxin Duan, Fengyu Lu, Junfei Liu |
| 2023 | ICANN | CopiFilter: An Auxiliary Module Adapts Pre-trained Transformers for Medical Dialogue Summarization. | Jiaxin Duan, Junfei Liu |
| 2022 | ICASSP | A Gaussian Mixture Model for Dialogue Generation with Dynamic Parameter Sharing Strategy. | Qingqing Zhu, Pengfei Wu, Zhouxing Tan, Jiaxin Duan, Fengyu Lu, Junfei Liu |
| 2021 | CIKM | Knowledge Graph Representation Learning as Groupoid: Unifying TransE, RotatE, QuatE, ComplEx. | Han Yang, Junfei Liu |
| 2021 | CIKM | Cycle or Minkowski: Which is More Appropriate for Knowledge Graph Embedding? | Han Yang, Leilei Zhang, Bingning Wang, Ting Yao, Junfei Liu |
| 2021 | DASFAA | Span-Based Nested Named Entity Recognition with Pretrained Language Model. | Chenxu Liu, Hongjie Fan, Junfei Liu |
| 2021 | DASFAA | Drug-Drug Interaction Extraction via Attentive Capsule Network with an Improved Sliding-Margin Loss. | Dongsheng Wang, Hongjie Fan, Junfei Liu |
| 2021 | EMNLP | Combining Curriculum Learning and Knowledge Distillation for Dialogue Generation. | Qingqing Zhu, Xiuying Chen, Pengfei Wu, Junfei Liu, Dongyan Zhao |
| 2020 | COLING | Learn with Noisy Data via Unsupervised Loss Correction for Weakly Supervised Reading Comprehension. | Xuemiao Zhang, Kun Zhou, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Junfei Liu |
| 2020 | HCI | A Usability Testing Comparing Two Mobile Phone Gimbals. | Keke Zhong, Junfei Liu, Zhixin Gui, Chang Meng, Marcelo Mrico Soares |
| 2019 | PRICAI | Knowledge-Aware and Retrieval-Based Models for Distantly Supervised Relation Extraction. | Xuemiao Zhang, Kejun Deng, Leilei Zhang, Zhouxing Tan, Junfei Liu |
| 2017 | DASFAA | Weakly-Supervised Named Entity Extraction Using Word Representations. | Kejun Deng, Dongsheng Wang, Junfei Liu |
| 2016 | BigData | TwigStack-MR: An Approach to Distributed XML Twig Query Using MapReduce. | Hongjie Fan, Han Yang, Zhiyi Ma, Junfei Liu |
| 2016 | DASFAA | An Efficient Schema Matching Approach Using Previous Mapping Result Set. | Hongjie Fan, Junfei Liu, Wenfeng Luo, Kejun Deng |
| 2016 | ICNC | Distributed XPath query processing over large XML data based on MapReduce framework. | Hongjie Fan, Dongsheng Wang, Junfei Liu |