Xinzhe Zheng

5 papers · 2024–2026 · 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18)

Venues

AAAI (2) ACL (2) NeurIPS (1)

Top co-authors

Renqi Chen (4) Jiawei Sun (2) Nanqing Dong (2) Haoyang Su (2) Wanli Ouyang (2) Hui Li (1) Mani Srivastava (1) Gustavo Seabra (1) Biqing Qi (1) Xiqing Wang (1)

Research topics

Machine Learning (5) Deep Learning (4) Artificial Intelligence (3) Application Areas (3) Core AI (3) Learning Types (3) Models (3) Natural Language Processing (2) Architectures (2) Computer Vision (1) Domain-Specific (1) Generation (1) Resources & Methods (1)

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 data (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 NeurIPS 2024