Xinzhe Zheng
5 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Cross-Pollinator (13) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(18)
π£
Hot Topic Early Bird
Conferences
AAAI (2)
ACL (2)
NIPS (1)
Top co-authors
Keywords
large language model
(3)
semi-supervised learning
(1)
vision transformer
(1)
domain adaptation
(1)
causal reasoning
(1)
text classification
(1)
medical imaging
(1)
question answering
(1)
text generation
(1)
neural architecture search
(1)
behavior analysis
(1)
instruction tuning
(1)
domain knowledge
(1)
diffusion model
(1)
sensor datum
(1)
crop science
(1)
structure-based drug design
(1)
hypothesis generation
(1)
collaborative agent
(1)
scientific idea generation
(1)
Papers
Apo2Mol: 3D Molecule Generation via Dynamic Pocket-Aware Diffusion Models
AAAI 2026
DeNAS-ViT: Data Efficient NAS-Optimized Vision Transformer for Ultrasound Image Segmentation
AAAI 2026
Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
ACL 2025
ProMind-LLM: Proactive Mental Health Care via Causal Reasoning with Sensor Data
ACL 2025
Empowering and Assessing the Utility of Large Language Models in Crop Science
NIPS 2024