Mengliang He

4 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

ACL (2) ACML (1) EMNLP (1)

Top co-authors

Xiaoming Shi (4) Zeming Liu (3) Aimin Zhou (3) Jiayi Zeng (2) Wei Zhang (2) Yunhong Wang (1) Jingjing Liu (1) Xiangrong Zhu (1) Yankai Jiang (1) Yuanfang Guo (1)

Research topics

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

Keywords

large language model (4) supervised fine-tuning (2) code generation (1) knowledge graph (1) proactive error handling (1) error taxonomy (1) prompting method (1) automatic program repair (1) code debugging (1) textbook question answering (1) repository-level debugging (1) benchmark evaluation (1) multi-language debugging (1) multimodal learning (1)

Papers

Flow2Code: Evaluating Large Language Models for Flowchart-based Code Generation Capability ACL 2025 Mis-prompt: Benchmarking Large Language Models for Proactive Error Handling ACL 2025 RepoDebug: Repository-Level Multi-Task and Multi-Language Debugging Evaluation of Large Language Models EMNLP 2025 Enhancing Textbook Question Answering with Knowledge Graph-Augmented Large Language Models ACML 2024