Ziyi Ni

According to our database, Ziyi Ni authored at least 22 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

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

CoRR, January, 2026

SafetyMem: Adaptive Jailbreak Defense via Dual-Component Safety Memory.

Hao Wang, Ziyi Ni, Huacan Wang, Pin Lyu, Lei Sha

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

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

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

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, Yuntao Du, Bill Sun, Hongzhang Liu, Sen Hu, Ronghao Chen, Bo Li, Xin Li, Chen Hu, Binxing Jiao, Daxin Jiang, Pin Lyu

CoRR, August, 2025

SE-Agent: Self-Evolution Trajectory Optimization in Multi-Step Reasoning with LLM-Based Agents.

Jiaye Lin, Yifu Guo, Yuzhen Han, Sen Hu, Ziyi Ni, Licheng Wang, Mingguang Chen, Hongzhang Liu, Ronghao Chen, Yangfan He, Daxin Jiang, Binxing Jiao, Chen Hu, Huacan Wang

CoRR, August, 2025

ShieldLearner: A New Paradigm for Jailbreak Attack Defense in LLMs.

Ziyi Ni, Hao Wang, Huacan Wang

CoRR, February, 2025

RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving.

Huacan Wang, Ziyi Ni, Shuo Zhang, Shuo Lu, Sen Hu, Ziyang He, Chen Hu, Jiaye Lin, Yifu Guo, Yuntao Du, Pin Lyu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

SE-Agent: Self-Evolution Trajectory Optimization in Multi-Step Reasoning with LLM-Based Agents.

Yifu Guo, Jiaye Lin, Huacan Wang, Yuzhen Han, Sen Hu, Ziyi Ni, Licheng Wang, Mingguang Chen

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Dynamic Cognitive Bias: Hallucination and Forgetting in the Cognitive Dynamics of LLMs.

Ziyi Ni, Sen Tang, Xuhao Guo, Liguo Sun, Pin Lv

Proceedings of the International Joint Conference on Neural Networks, 2025

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

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

A Knowledge-enhanced Two-stage Generative Framework for Medical Dialogue Information Extraction.

Zefa Hu, Ziyi Ni, Jing Shi, Shuang Xu, Bo Xu

Mach. Intell. Res., February, 2024

Tree-of-Code: A Tree-Structured Exploring Framework for End-to-End Code Generation and Execution in Complex Task Handling.

Ziyi Ni, Yifan Li, Ning Yang, Dou Shen, Pin Lv, Daxiang Dong

CoRR, 2024

Tree-of-Code: A Hybrid Approach for Robust Complex Task Planning and Execution.

Ziyi Ni, Yifan Li, Daxiang Dong

CoRR, 2024

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

CoRR, 2024

Bridge the Query and Document: Contrastive Learning for Generative Document Retrieval.

Yunlong Zhao, Ziyi Ni, Zefa Hu, Shuang Xu, Bo Xu

Proceedings of the International Joint Conference on Neural Networks, 2024

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

Proceedings of the Forty-first International Conference on Machine Learning, 2024

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

Proceedings of the IEEE International Conference on Acoustics, 2024

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

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

ViLaS: Integrating Vision and Language into Automatic Speech Recognition.

Minglun Han, Feilong Chen, Ziyi Ni, Linghui Meng, Jing Shi, Shuang Xu, Bo Xu

CoRR, 2023

Mixture of personality improved Spiking actor network for efficient multi-agent cooperation.

Xiyun Li, Ziyi Ni, Jingqing Ruan, Linghui Meng, Jing Shi, Tielin Zhang, Bo Xu

CoRR, 2023

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

Proceedings of the IEEE International Conference on Acoustics, 2023

2019

UMBRELLA: user demand privacy preserving framework based on association rules and differential privacy in social networks.

Chunliu Yan, Ziyi Ni, Bin Cao, Rongxing Lu, Shaohua Wu, Qinyu Zhang

Sci. China Inf. Sci., 2019