Alexander G Hauptmann

Full Professor, School of Computer Science, Carnegie Mellon University

Joined

June 2018

Names

Alexander Hauptmann

Emails

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

Personal Links

Google Scholar

DBLP

Career & Education History

Full Professor

School of Computer Science, Carnegie Mellon University (cs.cmu.edu)

2017 – Present

Advisors, Relations & Conflicts

PhD Advisee

Xiaoyu Zhu

2021 – Present

PhD Advisee

Haoyang Wen

2021 – Present

PhD Advisee

Liangke Gui

2019 – Present

Coauthor

Wenhe Liu

2018 – Present

Expertise

Multimedia Analysis

1988 – Present

Publications

Unified World Models: Memory-Augmented Planning and Foresight for Visual Navigation
Yifei Dong, Fengyi Wu, Guangyu Chen, Zhi-Qi Cheng, Qiyu Hu, Yuxuan Zhou, Jingdong Sun, Jun-Yan He, Qi Dai, Alexander G Hauptmann
- Submitted to ICLR 2026
- Readers: Everyone
HA-VLN 2.0: An Open Benchmark and Leaderboard for Human-Aware Navigation in Discrete and Continuous Environments with Dynamic Multi-Human Interactions
Yifei Dong, Fengyi Wu, Qi He, Zhi-Qi Cheng, Heng Li, Minghan Li, Zebang Cheng, Yuxuan Zhou, Jingdong Sun, Qi Dai, Alexander G Hauptmann
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Open-Vocabulary 3D Semantic Segmentation with Text-to-Image Diffusion Models
Xiaoyu Zhu, Hao Zhou, Pengfei Xing, Long Zhao, Hao Xu, Junwei Liang, Alexander G Hauptmann, Ting Liu, Andrew Gallagher
- ECCV 2024
- Readers: Everyone
Learning Visual-Semantic Subspace Representations
Gabriel Moreira, Manuel Marques, Joao Costeira, Alexander G Hauptmann
- AISTATS 2025 Poster
- Readers: Everyone
MetaDesigner: Advancing Artistic Typography through AI-Driven, User-Centric, and Multilingual WordArt Synthesis
Jun-Yan He, Zhi-Qi Cheng, Chenyang Li, Jingdong Sun, Qi He, Wangmeng Xiang, Hanyuan Chen, Jin-Peng Lan, Xianhui Lin, kang zhu, Bin Luo, Yifeng Geng, Xuansong Xie, Alexander G Hauptmann
- ICLR 2025 Poster
- Readers: Everyone
Emphasizing Discriminative Features for Dataset Distillation in Complex Scenarios
Kai Wang, Zekai Li, Zhi-Qi Cheng, Samir Khaki, Ahmad Sajedi, Shanmukha Ramakrishna Vedantam, Konstantinos N Plataniotis, Alexander G Hauptmann, Yang You
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Human-Aware Vision-and-Language Navigation: Bridging Simulation to Reality with Dynamic Human Interactions
Heng Li, Minghan Li, Zhi-Qi Cheng, Yifei Dong, Yuxuan Zhou, Jun-Yan He, Qi Dai, Teruko Mitamura, Alexander G Hauptmann
- NeurIPS 2024 Track Datasets and Benchmarks Spotlight
- Readers: Everyone
Towards Calibrated Robust Fine-Tuning of Vision-Language Models
Changdae Oh, Hyesu Lim, Mijoo Kim, Dongyoon Han, Sangdoo Yun, Jaegul Choo, Alexander G Hauptmann, Zhi-Qi Cheng, Kyungwoo Song
- NeurIPS 2024 poster
- Readers: Everyone
Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning
Zebang Cheng, Zhi-Qi Cheng, Jun-Yan He, Kai Wang, Yuxiang Lin, Zheng Lian, Xiaojiang Peng, Alexander G Hauptmann
- NeurIPS 2024 poster
- Readers: Everyone
Multimodal Reranking for Knowledge-Intensive Visual Question Answering
Haoyang Wen, Honglei Zhuang, Hamed Zamani, Alexander Hauptmann, Michael Bendersky
- CoRR 2024
- Readers: Everyone

View all 37 publications

Co-Authors

View all 127 co-authors