Ziyi Ni

23 papers A* 3B 2Misc 2Journal 15Unranked 1
YearRankTypeTitle / Venue / Authors
2026 A* conf
GitTaskBench: A Benchmark for Code Agents Solving Real-World Tasks Through Code Repository Leveraging.
AAAI
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 J jnl
TiMem: Temporal-Hierarchical Memory Consolidation for Long-Horizon Conversational Agents.
CoRR
Kai Li, Xuanqing Yu, Ziyi Ni, Yi Zeng, Yao Xu, Zheqing Zhang, Xin Li, Jitao Sang, Xiaogang Duan, Xuelei Wang, Chengbao Liu, Jie Tan
2025 B conf
Dynamic Cognitive Bias: Hallucination and Forgetting in the Cognitive Dynamics of LLMs.
IJCNN
Ziyi Ni, Sen Tang, Xuhao Guo, Liguo Sun, Pin Lv
2025 J jnl
GitTaskBench: A Benchmark for Code Agents Solving Real-World Tasks Through Code Repository Leveraging.
CoRR
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
2025 J jnl
RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving.
CoRR
Huacan Wang, Ziyi Ni, Shuo Zhang, Shuo Lu, Sen Hu, Ziyang He, Chen Hu, Jiaye Lin, Yifu Guo, Yuntao Du, Pin Lyu
2025 J jnl
SE-Agent: Self-Evolution Trajectory Optimization in Multi-Step Reasoning with LLM-Based Agents.
CoRR
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
2025 J jnl
ShieldLearner: A New Paradigm for Jailbreak Attack Defense in LLMs.
CoRR
Ziyi Ni, Hao Wang, Huacan Wang
2025 — conf
Tree-of-Code: A Self-Growing Tree Framework for End-to-End Code Generation and Execution in Complex Tasks.
ACL (Findings)
Ziyi Ni, Yifan Li, Ning Yang, Dou Shen, Pin Lyu, Daxiang Dong
2024 J jnl
A Knowledge-enhanced Two-stage Generative Framework for Medical Dialogue Information Extraction.
Mach. Intell. Res.
Zefa Hu, Ziyi Ni, Jing Shi, Shuang Xu, Bo Xu
2024 B conf
Bridge the Query and Document: Contrastive Learning for Generative Document Retrieval.
IJCNN
Yunlong Zhao, Ziyi Ni, Zefa Hu, Shuang Xu, Bo Xu
2024 A* conf
Mitigating Training Imbalance in LLM Fine-Tuning via Selective Parameter Merging.
EMNLP
Yiming Ju, Ziyi Ni, Xingrun Xing, Zhixiong Zeng, Hanyu Zhao, Siqi Fan, Zheng Zhang
2024 J jnl
Mitigating Training Imbalance in LLM Fine-Tuning via Selective Parameter Merging.
CoRR
Yiming Ju, Ziyi Ni, Xingrun Xing, Zhixiong Zeng, Hanyu Zhao, Siqi Fan, Zheng Zhang
2024 A* conf
SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms.
ICML
Xingrun Xing, Zheng Zhang, Ziyi Ni, Shitao Xiao, Yiming Ju, Siqi Fan, Yequan Wang, Jiajun Zhang, Guoqi Li
2024 J jnl
SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms.
CoRR
Xingrun Xing, Zheng Zhang, Ziyi Ni, Shitao Xiao, Yiming Ju, Siqi Fan, Yequan Wang, Jiajun Zhang, Guoqi Li
2024 J jnl
Tree-of-Code: A Hybrid Approach for Robust Complex Task Planning and Execution.
CoRR
Ziyi Ni, Yifan Li, Daxiang Dong
2024 J jnl
Tree-of-Code: A Tree-Structured Exploring Framework for End-to-End Code Generation and Execution in Complex Task Handling.
CoRR
Ziyi Ni, Yifan Li, Ning Yang, Dou Shen, Pin Lv, Daxiang Dong
2024 Misc conf
ViLaS: Exploring the Effects of Vision and Language Context in Automatic Speech Recognition.
ICASSP
Ziyi Ni, Minglun Han, Feilong Chen, Linghui Meng, Jing Shi, Pin Lv, Bo Xu
2023 J jnl
A Knowledge-enhanced Two-stage Generative Framework for Medical Dialogue Information Extraction.
CoRR
Zefa Hu, Ziyi Ni, Jing Shi, Shuang Xu, Bo Xu
2023 Misc conf
Matching-Based Term Semantics Pre-Training for Spoken Patient Query Understanding.
ICASSP
Zefa Hu, Xiuyi Chen, Haoran Wu, Minglun Han, Ziyi Ni, Jing Shi, Shuang Xu, Bo Xu
2023 J jnl
Matching-based Term Semantics Pre-training for Spoken Patient Query Understanding.
CoRR
Zefa Hu, Xiuyi Chen, Haoran Wu, Minglun Han, Ziyi Ni, Jing Shi, Shuang Xu, Bo Xu
2023 J jnl
Mixture of personality improved Spiking actor network for efficient multi-agent cooperation.
CoRR
Xiyun Li, Ziyi Ni, Jingqing Ruan, Linghui Meng, Jing Shi, Tielin Zhang, Bo Xu
2023 J jnl
ViLaS: Integrating Vision and Language into Automatic Speech Recognition.
CoRR
Minglun Han, Feilong Chen, Ziyi Ni, Linghui Meng, Jing Shi, Shuang Xu, Bo Xu
2019 J jnl
UMBRELLA: user demand privacy preserving framework based on association rules and differential privacy in social networks.
Sci. China Inf. Sci.
Chunliu Yan, Ziyi Ni, Bin Cao, Rongxing Lu, Shaohua Wu, Qinyu Zhang