Chengpeng Wang

5 papers · 2024–2025 · 5 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 · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🏆 Grand Slam 🏆 Keyword Champion (2)

Venues

AAAI (1) EMNLP (1) ICLR (1) ICML (1) NeurIPS (1)

Top co-authors

Zian Su (3) Xiangzhe Xu (3) Xiangyu Zhang (3) Wuqi Zhang (2) Hongyu Guo (1) Yijin Yang (1) Jinyao Guo (1) Li Chen (1) Chaowei Xiao (1) Shengchao Liu (1)

Research topics

Artificial Intelligence (3) Core AI (3) Machine Learning (2) Natural Language Processing (2) Computer Vision (1) Deep Learning (1) Analysis (1) Application Areas (1) Architectures (1) Generation (1) Learning Types (1) Resources & Methods (1)

Keywords

data flow analysis (2) metric learning (1) vision transformer (1) feature learning (1) attention mechanism (1) text generation (1) program analysis (1) false positive (1) domain knowledge (1) hallucination mitigation (1) drug discovery (1) retrieval-augmented generation (1) chain-of-thought prompting (1) bug detection (1) facial expression recognition (1) llm agent (1) conversational system (1) code reasoning (1) large language model (1) code analysis (1)

Papers

QCS:Feature Refining from Quadruplet Cross Similarity for Facial Expression Recognition AAAI 2025 RepoAudit: An Autonomous LLM-Agent for Repository-Level Code Auditing ICML 2025 Conversational Drug Editing Using Retrieval and Domain Feedback ICLR 2024 LLMDFA: Analyzing Dataflow in Code with Large Language Models NeurIPS 2024 Sanitizing Large Language Models in Bug Detection with Data-Flow EMNLP 2024