Doubao Code AI Team, ByteDance

• Automated Code Review and Automated Code Fix solution for industrial codebase
• Keywords: Automated Program Repair, Automated Software Engineering, LLM for Code, Reinforcement Learning
• Paper: BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice

Center for
Artificial Intelligence Innovation, Illinois (CAII)

National Center for
Supercomputing Applications, UIUC (NCSA)

• Enhance the Accuracy of LLM Chatbot
• Keywords: RAG, SelfCritique, SFT, RLAIF
• Cooperation: Amazon-Illinois Center on AI for Interactive Conversational Experiences (AICE)

• InterAct: Advancing Large-Scale Versatile 3D Human-Object Interaction Generation
• Keywords: 3D Human-Object Interaction, Data Augmentation, Conditional Diffusion, 2D-3D Sequence Transformation
• Paper: InterAct: Advancing Large-Scale Versatile 3D Human-Object Interaction Generation
• Cooperation: Students Pushing Innovation (SPIN), NCSA Summer Intern 2024

Applied AI Lab, UNCW

• Medical Video Question Answering & Video Temporal Segment Prediction
• Paper: T5 Model for Video Temporal Segment Prediction
• Cooperation: TRECVID, National Institute of Standards and Technology (NIST)

Data Driven Design Lab, ZJU (D3Lab)

• AskNatureGPT: An LLM-driven concept generation method based on bio-inspired design knowledge
• Keywords: LLM, Knowledge Graph, Text Generation, Evaluator
• Paper: AskNatureGPT: An LLM-driven concept generation method based on bio-inspired design knowledge

• Knowledge-based Semantic Network for Bio-inspired Design
• Keywords: Graph Database, Semantic Network, Search Engine, Website Development
• Paper: A KNOWLEDGE-BASED IDEATION APPROACH FOR BIO-INSPIRED DESIGN

Data Science Research Center, ZJU

• Data Cleaning Enhancement Framework Based on Large Model
• Keywords: Tabular Data, Transformers, Representation Learning
• Award: Outstanding Summer Research Project (Top 20%, ZJU-UIUC institute)