Ziyi Ni

5 papers · 2024–2026 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14)

Venues

ACL (2) AAAI (1) EMNLP (1) ICML (1)

Top co-authors

Pin Lyu (3) Xingrun Xing (2) Siqi Fan (2) Yiming Ju (2) Huacan Wang (2) Zheng Zhang (2) Shitao Xiao (1) Yuntao Du (1) Bo Li (1) Hanyu Zhao (1)

Research topics

Artificial Intelligence (4) Core AI (4) Deep Learning (2) Machine Learning (2) Natural Language Processing (2) Application Areas (2) Architectures (1) Generation (1) Learning Types (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1) Resources & Methods (1)

Keywords

zero-shot learning (1) benchmark evaluation (1) self-supervised learning (1) language modeling (1) code generation (1) model merging (1) semantic information (1) supervised fine-tuning (1) software development (1) complex reasoning (1) code agent (1) jailbreak defense (1) code execution (1) parameter merging (1) task completion (1) large language model (1) binary spike (1) training imbalance (1) repository reasoning (1) semantic safety memory (1)

Papers

GitTaskBench: A Benchmark for Code Agents Solving Real-World Tasks Through Code Repository Leveraging AAAI 2026 SafetyMem: Adaptive Jailbreak Defense via Dual-Component Safety Memory ACL 2026 Tree-of-Code: A Self-Growing Tree Framework for End-to-End Code Generation and Execution in Complex Tasks ACL 2025 Mitigating Training Imbalance in LLM Fine-Tuning via Selective Parameter Merging EMNLP 2024 SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms ICML 2024