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Zian Su

5 papers · 2024–2025 · 3 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 🗺️ Taxonomy Completionist (10)

Venues

ICML (2) NeurIPS (2) EMNLP (1)

Top co-authors

Xiangzhe Xu (5) Xiangyu Zhang (5) Chengpeng Wang (3) Wuqi Zhang (2) Kaiyuan Zhang (2) Jinyao Guo (2) Zhenting Wang (1) Ziyang Huang (1) Xiaoheng Xie (1)

Research topics

Artificial Intelligence (4) Core AI (3) Machine Learning (2) Application Areas (2) Natural Language Processing (1) Learning Paradigms (1) Resources & Methods (1)

Keywords

data flow analysis (2) transfer learning (1) preference learning (1) binary analysis (1) source code (1) program analysis (1) false positive (1) foundation model (1) hallucination mitigation (1) chain-of-thought prompting (1) bug detection (1) llm agent (1) code summarization (1) code reasoning (1) large language model (1) code analysis (1) common weakness enumeration (1) few-shot chain-of-thought (1) hallucinations (1) vulnerability (1)

Papers

ProSec: Fortifying Code LLMs with Proactive Security Alignment ICML 2025 RepoAudit: An Autonomous LLM-Agent for Repository-Level Code Auditing ICML 2025 LLMDFA: Analyzing Dataflow in Code with Large Language Models NeurIPS 2024 Sanitizing Large Language Models in Bug Detection with Data-Flow EMNLP 2024 Source Code Foundation Models are Transferable Binary Analysis Knowledge Bases NeurIPS 2024