Junyi Ye

4 papers · 2023–2025 · 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 · Silver 🗺️ Taxonomy Completionist (15)

Venues

AAAI (2) ACML (1) NAACL (1)

Top co-authors

Guiling Wang (4) Wenpeng Yin (2) Jingyi Gu (2) Mengnan Du (1) Hua Wei (1) Jing Li (1) Xinyun Zhao (1) Wenlu Du (1) Ankan Dash (1)

Research topics

Artificial Intelligence (4) Core AI (4) Machine Learning (2) Computer Vision (1) Deep Learning (1) Natural Language Processing (1) Reinforcement Learning (1) Application Areas (1) Applications (1) Domain-Specific (1) Learning Types (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

large language model (2) question answering (2) mathematical reasoning (1) text representation (1) data privacy (1) multi-objective optimization (1) collision avoidance (1) safe reinforcement learning (1) vision-language model (1) reward shaping (1) creative problem solving (1) traffic signal control (1) modular architecture (1) textual representation (1) novel solution (1) flowchart understanding (1) graphical representation (1) pandas query generation (1) reinforcement learning (1) zero-shot deployment (1)

Papers

Assessing the Creativity of LLMs in Proposing Novel Solutions to Mathematical Problems AAAI 2025 Beyond End-to-End VLMs: Leveraging Intermediate Text Representations for Superior Flowchart Understanding NAACL 2025 DataFrame QA: A Universal LLM Framework on DataFrame Question Answering Without Data Exposure ACML 2024 SafeLight: A Reinforcement Learning Method toward Collision-Free Traffic Signal Control AAAI 2023