Zhongyu Ouyang

PhD student, Computer Science, Dartmouth College

Joined

May 2022

Names

Zhongyu Ouyang (Preferred)

Emails

****@nd.edu (Confirmed)

****@dartmouth.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

Computer Science, Dartmouth College (dartmouth.edu)

2024 – 2027

Advisors, Relations & Conflicts

PhD Advisor

Soroush Vosoughi

2024 – 2027

Expertise

Language Model Personalization

2025 – 2029

Agentic LLM

2024 – 2027

Recommender Systems

2022 – 2027

Publications

Overcoming Multi-step Complexity in Multimodal Theory-of-Mind Reasoning: A Scalable Bayesian Planner
Chunhui Zhang, Zhongyu Ouyang, Kwonjoon Lee, Nakul Agarwal, Sean Dae Houlihan, Soroush Vosoughi, Shao-Yuan Lo
- ICML 2025 spotlightposter
- Readers: Everyone
Scaling Multimodal Theory-of-Mind with Weak-to-Strong Bayesian Reasoning
Chunhui Zhang, Sean Dae Houlihan, Kwonjoon Lee, Nakul Agarwal, Zhongyu Ouyang, Soroush Vosoughi, Shao-Yuan Lo
- Submitted to ICLR 2025
- Readers: Everyone
GCVR: Reconstruction from Cross-View Enable Sufficient and Robust Graph Contrastive Learning
Qianlong Wen, Zhongyu Ouyang, Chunhui Zhang, Yiyue Qian, Chuxu Zhang, Yanfang Ye
- UAI 2024 poster
- Readers: Everyone
From Coarse to Fine: Enable Comprehensive Graph Self-supervised Learning with Multi-granular Semantic Ensemble
Qianlong Wen, Mingxuan Ju, Zhongyu Ouyang, Chuxu Zhang, Yanfang Ye
- ICML 2024 Oral
- Readers: Everyone
Prompt Learning Unlocked for App Promotion in the Wild
Zhongyu Ouyang, Shifu Hou, Shang Ma, Chaoran Chen, Chunhui Zhang, Toby Li, Xusheng Xiao, Chuxu Zhang, Yanfang Ye
- NeurIPS 2023 GLFrontiers Workshop Poster
- Readers: Everyone
Graph Representation Learning with Multi-granular Semantic Ensemble
Qianlong Wen, Mingxuan Ju, Zhongyu Ouyang, Chuxu Zhang, Yanfang Ye
- Submitted to ICLR 2024
- Readers: Everyone
A Head Start Matters: Dynamic-Calibrated Representation Alignment and Uniformity for Recommendations
Zhongyu Ouyang, Shifu Hou, Chunhui Zhang, Chuxu Zhang, Yanfang Ye
- MFPL Poster
- Readers: Everyone
When Sparsity Meets Contrastive Models: Less Graph Data Can Bring Better Class-Balanced Representations
Chunhui Zhang, Chao Huang, Yijun Tian, Qianlong Wen, Zhongyu Ouyang, Youhuan Li, Yanfang Ye, Chuxu Zhang
- ICML 2023 Poster
- Readers: Everyone
Graph Contrastive Learning with Cross-view Reconstruction
Qianlong Wen, Zhongyu Ouyang, Chunhui Zhang, Yiyue Qian, Yanfang Ye, Chuxu Zhang
- Published: 22 Nov 2022, Last Modified: 05 May 2023
- NeurIPS 2022 GLFrontiers Workshop
- Readers: Everyone
Diving into Unified Data-Model Sparsity for Class-Imbalanced Graph Representation Learning
Chunhui Zhang, Chao Huang, Yijun Tian, Qianlong Wen, Zhongyu Ouyang, Youhuan Li, Yanfang Ye, Chuxu Zhang
- Published: 22 Nov 2022, Last Modified: 05 May 2023
- NeurIPS 2022 GLFrontiers Workshop
- Readers: Everyone

View all 15 publications

Zhongyu Ouyang

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors