Yi Ge

PhD student, Computer Science, University of Maryland, College Park

Joined

March 2020

Names

Yi Ge (Preferred)

,

Ellen Yi-Ge

Emails

****@andrew.cmu.edu (Confirmed)

,

****@gmail.com (Confirmed)

,

****@umd.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Computer Science, University of Maryland, College Park (umd.edu)

2025 – Present

Advisors, Relations & Conflicts

Coworker

2024 – Present

Expertise

Computer Vision

Present

Large Language Model

Present

Publications

Surprise-Modulated Meta-Advantages in Reinforcement Learning: Towards Language-Neutral Post-Training for Code LLMs
Ellen Yi-Ge, Heng Huang, Taric Chen
- Submitted to ICLR 2026
- Readers: Everyone
Learning to Reason About Code Insecurity: Composite-Reinforcement Fine-Tuning for Cognitive Alignment
Ellen Yi-Ge, Heng Huang, Taric Chen
- Submitted to ICLR 2026
- Readers: Everyone
Meta-Reinforcement Learning for Compiler Optimization: A Kernel-Embedded CompilerLLM with Verified Assumptions and Practical Guarantees
Ellen Yi-Ge, Heng Huang, Taric Chen
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Graph Attention with Knowledge-Aware Domain Adaptation for Drug-Target Interaction Prediction
Ellen Yi-Ge, Taric Chen, Heng Huang
- Submitted to ICLR 2026
- Readers: Everyone
Advancing Drug-Target Interaction Prediction via Graph Transformers and Residual Protein Embeddings
Ellen Yi-Ge, Taric Chen, Heng Huang
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Adaptive Drug-Drug Interaction Prediction via Gauge-Aware Graph Representation and Distribution Alignment
Ellen Yi-Ge, Taric Chen
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
DDI-Aware Domain Adaptation for Cross-Domain Drug Combination Representation Learning via Contrastive Embedding
Ellen Yi-Ge, Taric Chen, Heng Huang
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
NCGAMI: Domain-Adaptive Drug-Target Interaction Prediction with Graph and Sequence Models
Ellen Yi-Ge, Taric Chen
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
DRUM: Learning Demonstration Retriever for Large MUlti-modal Models
Ellen Yi-Ge, Jiechao Gao, Wei Han, Wei Zhu
- ACL-SRW 2025 Poster
- Readers: Everyone
Adaptive Drug Interaction Prediction via Enhanced Graph Representation Learning
Zhenghan chen, Ellen Yi-Ge, youhuan yang, Lang Zheng, Ruxue Xing, Maotao Guo, Han Quan
- Submitted to ICLR 2025
- Readers: Everyone

View all 13 publications

Co-Authors