Junyi Ye
4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (2)
ACML (1)
NAACL (1)
Top co-authors
Keywords
reinforcement learning
(1)
benchmark evaluation
(1)
mathematical reasoning
(1)
question answering
(1)
text representation
(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)
large language model
(1)
novel solution
(1)
flowchart understanding
(1)
graphical representation
(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