Academic profile
Curriculum Vitae
Research profile spanning omni-modal systems, VLMs, agents, long-video understanding, post-training, efficient inference, and benchmark construction.
Education
Xiamen University
MAC Lab · Artificial Intelligence · M.S. student · 2025.09 - Present
Publications & Research
ICML 2026 · CCF-A · First Author. Training-free omni-modal orchestration with LLM routing, full-duplex streaming speech interaction, and cross-modal memory.
arXiv · First Author. Audio-visual social-interaction benchmark with standardized temporal constraints, open data, and reproducible evaluation code.
CVPR 2026 · CCF-A · Fourth Author. Training-free long-video frame selection with wavelet-based semantic-boundary detection and adaptive frame allocation.
ICML 2026 · CCF-A · Fourth Author. Automatic generation, augmentation, verification, and analysis for formally grounded abstract reasoning benchmarks.
SCI · JCR Q1 · Second Author. CBAM-enhanced YOLOv7 for dense hemp duck counting and intelligent livestock monitoring.
Honors & Competitions · 荣誉与竞赛
- 1China International College Students' Innovation Competition · National Bronze Award
- 2Sichuan Gold Award
- 3Challenge Cup · University Champion
- 4Challenge Cup · Sichuan Special Prize
- 5Challenge Cup · National Bronze Award
- 1National Special Prize
- 2C-problem top-score track
- 3First responsible student
- 1Challenge Cup Entrepreneurship Plan Competition · National Bronze Award
- 2Sichuan Internet+ Competition · Gold Award
- 3Second responsible student
- 1National Entrepreneurship Training Program · First Author · 2023
- 2National Innovation Training Program · Second Author · 2022
- 1China-US Young Maker Competition · National Third Prize
- 2iCAN College Student Innovation and Entrepreneurship Competition · National Third Prize
Community Services
33rd International Conference on MultiMedia Modeling (MMM 2027)
第 33 届国际多媒体建模会议（MMM 2027）
Conference on Neural Information Processing Systems (NeurIPS)
神经信息处理系统会议（NeurIPS）
Projects
Founder / first responsible student. Built a cloud-edge visual perception system for intelligent duck farming, disease monitoring, density estimation, and production deployment with an industry partner.
Second responsible student. Developed a multimodal pig-farming system with abnormal-sound recognition and a breeding resource case library.
Applied DBSCAN clustering, nonlinear programming, and particle swarm optimization to optimize discharge-point deployment.
Technical lead for Qwen1.5-32B based domain LLM applications, covering instruction data construction, LoRA SFT, prompt design, LangChain deployment, and scenario delivery for water-management and railway-maintenance workflows.