| 2026 | CHI | NarrativeLoom: Enhancing Creative Storytelling through Multi-Persona Collaborative Improvisation. | Yuxi Ma, Yongqian Peng, Fengyuan Yang, Siyu Zha, Chi Zhang, Zixia Jia, Zilong Zheng, Yixin Zhu |
| 2026 | EACL | MMUIE: Massive Multi-Domain Universal Information Extraction for Long Documents. | Shuyi Zhang, Zhenbin Chen, Shuting Li, Kewei Tu, Li Jing, Zixia Jia, Zilong Zheng |
| 2025 | AAAI | Few-Shot Fine-Grained Image Classification with Progressively Feature Refinement and Continuous Relationship Modeling. | Zhen-Xiang Ma, Zhen-Duo Chen, Tai Zheng, Xin Luo, Zixia Jia, Xin-Shun Xu |
| 2025 | ACL | ReflectEvo: Improving Meta Introspection of Small LLMs by Learning Self-Reflection. | Jiaqi Li, Xinyi Dong, Yang Liu, Zhizhuo Yang, Quansen Wang, Xiaobo Wang, Song-Chun Zhu, Zixia Jia, Zilong Zheng |
| 2025 | ACL | Look Both Ways and No Sink: Converting LLMs into Text Encoders without Training. | Ziyong Lin, Haoyi Wu, Shu Wang, Kewei Tu, Zilong Zheng, Zixia Jia |
| 2025 | CogSci | IMPROVISER: Multi-persona Co-creation System Enhances Story Creativity. | Yuxi Ma, Yongqian Peng, Fengyuan Yang, Chi Zhang, Zixia Jia, Zilong Zheng, Yixin Zhu |
| 2025 | EMNLP | Understanding and Leveraging the Expert Specialization of Context Faithfulness in Mixture-of-Experts LLMs. | Jun Bai, Minghao Tong, Yang Liu, Zixia Jia, Zilong Zheng |
| 2025 | EMNLP | Reinforced Query Reasoners for Reasoning-intensive Retrieval Tasks. | Xubo Qin, Jun Bai, Jiaqi Li, Zixia Jia, Zilong Zheng |
| 2025 | EMNLP | Adaptive Preference Optimization with Uncertainty-aware Utility Anchor. | Xiaobo Wang, Zixia Jia, Jiaqi Li, Qi Liu, Zilong Zheng |
| 2025 | ICML | TokenSwift: Lossless Acceleration of Ultra Long Sequence Generation. | Tong Wu, Junzhe Shen, Zixia Jia, Yuxuan Wang, Zilong Zheng |
| 2024 | ACL | Combining Supervised Learning and Reinforcement Learning for Multi-Label Classification Tasks with Partial Labels. | Zixia Jia, Junpeng Li, Shichuan Zhang, Anji Liu, Zilong Zheng |
| 2024 | ACL | LangSuit·E: Planning, Controlling and Interacting with Large Language Models in Embodied Text Environments. | Zixia Jia, Mengmeng Wang, Baichen Tong, Song-Chun Zhu, Zilong Zheng |
| 2024 | EMNLP | Varying Sentence Representations via Condition-Specified Routers. | Ziyong Lin, Quansen Wang, Zixia Jia, Zilong Zheng |
| 2023 | ACL | Modeling Instance Interactions for Joint Information Extraction with Neural High-Order Conditional Random Field. | Zixia Jia, Zhaohui Yan, Wenjuan Han, Zilong Zheng, Kewei Tu |
| 2023 | EMNLP | Semi-automatic Data Enhancement for Document-Level Relation Extraction with Distant Supervision from Large Language Models. | Junpeng Li, Zixia Jia, Zilong Zheng |
| 2022 | AAAI | Span-Based Semantic Role Labeling with Argument Pruning and Second-Order Inference. | Zixia Jia, Zhaohui Yan, Haoyi Wu, Kewei Tu |
| 2022 | IJCNLP | An Empirical Study of Pipeline vs. Joint approaches to Entity and Relation Extraction. | Zhaohui Yan, Zixia Jia, Kewei Tu |
| 2022 | NAACL | ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition. | Xinyu Wang, Min Gui, Yong Jiang, Zixia Jia, Nguyen Bach, Tao Wang, Zhongqiang Huang, Kewei Tu |
| 2022 | NAACL | SHARP: Search-Based Adversarial Attack for Structured Prediction. | Liwen Zhang, Zixia Jia, Wenjuan Han, Zilong Zheng, Kewei Tu |
| 2021 | ACL | Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor. | Xinyu Wang, Yong Jiang, Zhaohui Yan, Zixia Jia, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu |
| 2020 | ACL | Semi-Supervised Semantic Dependency Parsing Using CRF Autoencoders. | Zixia Jia, Youmi Ma, Jiong Cai, Kewei Tu |
| 2019 | CoNLL | ShanghaiTech at MRP 2019: Sequence-to-Graph Transduction with Second-Order Edge Inference for Cross-Framework Meaning Representation Parsing. | Xinyu Wang, Yixian Liu, Zixia Jia, Chengyue Jiang, Kewei Tu |