| 2026 | AAAI | GitTaskBench: A Benchmark for Code Agents Solving Real-World Tasks Through Code Repository Leveraging. | Ziyi Ni, Huacan Wang, Shuo Zhang, Shuo Lu, Ziyang He, Wang You, Zhenheng Tang, Sen Hu, Bo Li, Chen Hu, Binxing Jiao, Daxin Jiang, Yuntao Du, Pin Lyu |
| 2026 | ACL | TiMem: Temporal-Hierarchical Memory Consolidation for Long-Horizon Conversational Agents. | Kai Li, Xuanqing Yu, Ziyi Ni, Yi Zeng, Yao Xu, Zheqing Zhang, Xin Li, Jitao Sang, Xiaogang Duan, Xuelei Wang, Chengbao Liu, Jie Tan |
| 2026 | ACL | P-QuASAR: A Unified Probabilistic Framework for Holistic Patent Quality Assessment and Refinement. | Xinyuan Song, Ziyi Ni, Fred Yang, Bo Zhang, Yijin Wang, Jane Zhang |
| 2026 | ACL | SafetyMem: Adaptive Jailbreak Defense via Dual-Component Safety Memory. | Hao Wang, Ziyi Ni, Huacan Wang, Pin Lyu, Lei Sha |
| 2025 | ACL | Tree-of-Code: A Self-Growing Tree Framework for End-to-End Code Generation and Execution in Complex Tasks. | Ziyi Ni, Yifan Li, Ning Yang, Dou Shen, Pin Lyu, Daxiang Dong |
| 2025 | IJCNN | Dynamic Cognitive Bias: Hallucination and Forgetting in the Cognitive Dynamics of LLMs. | Ziyi Ni, Sen Tang, Xuhao Guo, Liguo Sun, Pin Lv |
| 2024 | EMNLP | Mitigating Training Imbalance in LLM Fine-Tuning via Selective Parameter Merging. | Yiming Ju, Ziyi Ni, Xingrun Xing, Zhixiong Zeng, Hanyu Zhao, Siqi Fan, Zheng Zhang |
| 2024 | ICASSP | ViLaS: Exploring the Effects of Vision and Language Context in Automatic Speech Recognition. | Ziyi Ni, Minglun Han, Feilong Chen, Linghui Meng, Jing Shi, Pin Lv, Bo Xu |
| 2024 | ICML | SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms. | Xingrun Xing, Zheng Zhang, Ziyi Ni, Shitao Xiao, Yiming Ju, Siqi Fan, Yequan Wang, Jiajun Zhang, Guoqi Li |
| 2024 | IJCNN | Bridge the Query and Document: Contrastive Learning for Generative Document Retrieval. | Yunlong Zhao, Ziyi Ni, Zefa Hu, Shuang Xu, Bo Xu |
| 2023 | ICASSP | Matching-Based Term Semantics Pre-Training for Spoken Patient Query Understanding. | Zefa Hu, Xiuyi Chen, Haoran Wu, Minglun Han, Ziyi Ni, Jing Shi, Shuang Xu, Bo Xu |