AI4X 2025 Conference Submissions

Enhancing Diagnostic Accuracy in Rare and Common Fundus Diseases with a Knowledge-Rich Vision-Language Model
Meng Wang, Tian Lin, Aidi Lin, Yih Chung Tham, Dianbo Liu, Wendy Wong, Sahil Thakur, Beau Fenner, Haoyu Chen, Huazhu Fu, Ching-Yu Cheng
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Precise Identification of Topological Phase Transitions with Eigensystem-Based Clustering
Xianquan Yan, Jian-Song Pan
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
RNAlign: Alignment of tumor and cell line transcriptomes using conditional VAEs
Jacob Alvarez, Kiran Krishnamachari, Anders Jacobsen Skanderup
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Redefining Catalysis Predictions Through Physics-Based Gaussian Model and Data-Driven Benchmarks: AuPd Alloy in Oxygen Reduction Reaction Catalysis for Fuel Cell Applications
Neeru Chaudhary, Chuhong Lin, Ng Yan Ting, Kedar Hippalgaonkar, Tej Salil Choksi
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Material Knowledge Integration Through Large Language Model Based Agents
Yi Shen Tew, Zhihao Wang, Xiaonan Wang
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Integrating graph neural networks with physics-informed loss function for mechanical response prediction of hollow concrete structures with morphed honeycomb configurations
hanmo wang, Pau Fatt Michael Tan, Yee Zin Foo, Shawn Owyong, Zhuyin Lu, Huan Ting Chen, Tam Hong Nguyen, Alexander Lin
- Published: 21 Apr 2025, Last Modified: 21 Apr 2025
- AI4X 2025 Oral
- Readers: Everyone
WeatherReal: A Benchmark Based on In-Situ Observations for Evaluating Weather Models
Weixin Jin, Jonathan Weyn, Haiyu Dong
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Self-Attention Guided CycleGAN for Enhanced Reconstruction of Fibrosis Features in Pathological Images
Cheng Xianda, Nicholas Syn, Cheng Han Ng, Aileen Wee, Gwyneth Soon, HirokazuTakahashi, Ho Khek Yu, Mark Muthiah
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Machine Learning-Assisted High-Throughput Exploration of Lead-Free Perovskite Compositions for Memristor Devices
Emha Bayu Miftahullatif, Can Cuhadar, Nripan Mathews, Kedar Hippalgaonkar
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
PSBench: A Benchmark for Automated Academic Paper Search
Junyi Hou, Haodong Zhao, Bingsheng He
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
RetiRAG: A Retrieval-Augmented Generation Framework for Specialized Ophthalmology Applications
Ting Xu, Siyani Chen, Meng Wang, Wenbin Liao, Jie Zhang, Tian Lin, Huazhu Fu, Dianbo Liu, Haoyu Chen, Ching-Yu Cheng
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Reverse Design of High-Activity High-Stability Acidic OER Catalysts Based on MatterGen
Zhihao Wang, Lei Wang, Xiaonan Wang
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Phase Space Visualization and Neural Networks: Learning Hamiltonian Dynamics in the Duffing System
Abrari Noor Hasmi, Haralampos Hatzikirou, Hadi Susanto
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
AI-Driven Optimization Framework for Next-Generation Semiconductor Manufacturing: From Digital Twins to Self-Optimizing Process
Shivin Srivastava, Ek Hong Lim, Pan Jieming, Jussi Keppo, Aaron Thean
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Knowledge Graph Enhanced Enterprise RAG Framework for the Insurance Industry
He Jiong, Wong Zhi Heng Zac, Wang Yangtao, Charles Cheng Xiangang, Yao Yuhui, Yao Chen, Bingsheng He
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
AI and Evidence-Based Policymaking: Who Stays in the Human-AI Loop and Why?
Jie Gao
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Active learning-enabled the discovery of ultra-high saturation magnetization soft magnetic alloys
Yahao Li, Yicong Ye
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
MatPilot: an LLM-enabled AI Materials Scientist under the Framework of Human-Machine Collaboration
Ziqi Ni, Yicong Ye
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Information fusion strategy based on language model and contrastive learning for knowledge retrieval of metallic materials
Zhouran Zhang
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Learning Non-Equilibrium Dynamics of Polymer Chains: A Data-Driven Approach
Beatrice W Soh, Eleonore Vissol-Gaudin, Kedar Hippalgaonkar, Qianxiao Li
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Cross-dataset Evaluation of Dementia Longitudinal Progression Prediction Models
Chen Zhang, B.T. Thomas Yeo
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Optimizing Biophysically-Plausible Large-Scale Circuit Models With Deep Neural Networks
Tianchu Zeng, Fang Tian, Shaoshi Zhang, B.T. Thomas Yeo
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Multiple Descents in Deep Learning as a Sequence of Order-Chaos Transitions
WEIWENBO, Nicholas Jia Le Chong, CHOY HENG LAI, Ling Feng
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone
Using Large Language Models to Automate Code Generation for PDE Solvers
Haoyang Wu, Lailai Zhu
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Poster
- Readers: Everyone
Machine Learning Aided Atomistic Modeling of Solid State Electrolyte Interphase Formation for Li/Li7P3S11
Bryant Li, Kristin Persson
- Published: 21 Apr 2025, Last Modified: 26 May 2025
- AI4X 2025 Oral
- Readers: Everyone