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2020 – today
- 2024
[j2]Pengtao Xie, Xingchen Zhao, Xuehai He:
Simultaneous Selection and Adaptation of Source Data via Four-Level Optimization. Trans. Assoc. Comput. Linguistics 12: 449-466 (2024)- [c10]Jiachen Li, Qiaozi Gao, Michael Johnston, Xiaofeng Gao, Xuehai He, Hangjie Shi, Suhaila Shakiah, Reza Ghanadan, William Yang Wang:
Mastering Robot Manipulation with Multimodal Prompts through Pretraining and Multi-task Fine-tuning. ICML 2024 - [c9]Kenan Jiang, Xuehai He, Ruize Xu, Xin Wang:
ComCLIP: Training-Free Compositional Image and Text Matching. NAACL-HLT 2024: 6639-6659 - [i21]Xuehai He, Jian Zheng, Jacob Zhiyuan Fang, Robinson Piramuthu, Mohit Bansal, Vicente Ordonez, Gunnar A. Sigurdsson, Nanyun Peng, Xin Eric Wang:
FlexEControl: Flexible and Efficient Multimodal Control for Text-to-Image Generation. CoRR abs/2405.04834 (2024) - [i20]Qianqi Yan, Xuehai He, Xiang Yue, Xin Eric Wang:
Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA. CoRR abs/2405.20421 (2024) - [i19]Xuehai He, Weixi Feng, Kaizhi Zheng, Yujie Lu, Wanrong Zhu, Jiachen Li, Yue Fan, Jianfeng Wang, Linjie Li, Zhengyuan Yang, Kevin Lin, William Yang Wang, Lijuan Wang, Xin Eric Wang:
MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos. CoRR abs/2406.08407 (2024) - [i18]Kaizhi Zheng, Xiaotong Chen, Xuehai He, Jing Gu, Linjie Li, Zhengyuan Yang, Kevin Lin, Jianfeng Wang, Lijuan Wang, Xin Eric Wang:
EditRoom: LLM-parameterized Graph Diffusion for Composable 3D Room Layout Editing. CoRR abs/2410.12836 (2024) - [i17]Xuehai He, Shuohang Wang, Jianwei Yang, Xiaoxia Wu, Yiping Wang, Kuan Wang, Zheng Zhan, Olatunji Ruwase, Yelong Shen, Xin Eric Wang:
Mojito: Motion Trajectory and Intensity Control for Video Generation. CoRR abs/2412.08948 (2024) - [i16]Yiping Wang, Xuehai He, Kuan Wang, Luyao Ma, Jianwei Yang, Shuohang Wang, Simon Shaolei Du, Yelong Shen:
Is Your World Simulator a Good Story Presenter? A Consecutive Events-Based Benchmark for Future Long Video Generation. CoRR abs/2412.16211 (2024) - 2023
- [c8]Xuehai He, Chunyuan Li, Pengchuan Zhang, Jianwei Yang, Xin Eric Wang:
Parameter-Efficient Model Adaptation for Vision Transformers. AAAI 2023: 817-825 - [c7]Xuehai He, Xin Eric Wang:
Multimodal Graph Transformer for Multimodal Question Answering. EACL 2023: 189-200 - [c6]Weixi Feng, Xuehai He, Tsu-Jui Fu, Varun Jampani, Arjun R. Akula, Pradyumna Narayana, Sugato Basu, Xin Eric Wang, William Yang Wang:
Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis. ICLR 2023 - [c5]Weixi Feng, Wanrong Zhu, Tsu-Jui Fu, Varun Jampani, Arjun R. Akula, Xuehai He, Sugato Basu, Xin Eric Wang, William Yang Wang:
LayoutGPT: Compositional Visual Planning and Generation with Large Language Models. NeurIPS 2023 - [i15]Xuehai He, Xin Eric Wang:
Multimodal Graph Transformer for Multimodal Question Answering. CoRR abs/2305.00581 (2023) - [i14]Xuehai He, Weixi Feng
, Tsu-Jui Fu, Varun Jampani, Arjun R. Akula, Pradyumna Narayana, Sugato Basu, William Yang Wang, Xin Eric Wang:
Discriminative Diffusion Models as Few-shot Vision and Language Learners. CoRR abs/2305.10722 (2023) - [i13]Weixi Feng, Wanrong Zhu, Tsu-Jui Fu, Varun Jampani, Arjun R. Akula, Xuehai He, Sugato Basu, Xin Eric Wang, William Yang Wang:
LayoutGPT: Compositional Visual Planning and Generation with Large Language Models. CoRR abs/2305.15393 (2023) - [i12]Kaizhi Zheng, Xuehai He, Xin Eric Wang:
MiniGPT-5: Interleaved Vision-and-Language Generation via Generative Vokens. CoRR abs/2310.02239 (2023) - [i11]Jiachen Li, Qiaozi Gao, Michael Johnston, Xiaofeng Gao, Xuehai He, Suhaila Shakiah, Hangjie Shi, Reza Ghanadan, William Yang Wang:
Mastering Robot Manipulation with Multimodal Prompts through Pretraining and Multi-task Fine-tuning. CoRR abs/2310.09676 (2023) - 2022
- [c4]Xuehai He, Diji Yang, Weixi Feng, Tsu-Jui Fu, Arjun R. Akula, Varun Jampani, Pradyumna Narayana, Sugato Basu, William Yang Wang, Xin Wang:
CPL: Counterfactual Prompt Learning for Vision and Language Models. EMNLP 2022: 3407-3418 - [i10]Xuehai He, Chunyuan Li, Pengchuan Zhang, Jianwei Yang, Xin Eric Wang:
Parameter-efficient Fine-tuning for Vision Transformers. CoRR abs/2203.16329 (2022) - [i9]Kaizhi Zheng, Kaiwen Zhou, Jing Gu, Yue Fan, Jialu Wang, Zonglin Di, Xuehai He, Xin Eric Wang:
JARVIS: A Neuro-Symbolic Commonsense Reasoning Framework for Conversational Embodied Agents. CoRR abs/2208.13266 (2022) - [i8]Xuehai He, Diji Yang, Weixi Feng, Tsu-Jui Fu, Arjun R. Akula, Varun Jampani, Pradyumna Narayana, Sugato Basu, William Yang Wang, Xin Eric Wang:
CPL: Counterfactual Prompt Learning for Vision and Language Models. CoRR abs/2210.10362 (2022) - [i7]Kenan Jiang, Xuehai He, Ruize Xu, Xin Eric Wang:
ComCLIP: Training-Free Compositional Image and Text Matching. CoRR abs/2211.13854 (2022) - [i6]Weixi Feng, Xuehai He, Tsu-Jui Fu, Varun Jampani, Arjun R. Akula, Pradyumna Narayana, Sugato Basu, Xin Eric Wang, William Yang Wang:
Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis. CoRR abs/2212.05032 (2022) - 2021
- [c3]Xuehai He, Zhuo Cai, Wenlan Wei, Yichen Zhang, Luntian Mou, Eric P. Xing, Pengtao Xie:
Towards Visual Question Answering on Pathology Images. ACL/IJCNLP (2) 2021: 708-718 - [c2]Meng Zhou, Zechen Li, Bowen Tan, Guangtao Zeng, Wenmian Yang, Xuehai He, Zeqian Ju, Subrato Chakravorty, Shu Chen, Xingyi Yang, Yichen Zhang, Qingyang Wu, Zhou Yu, Kun Xu, Eric P. Xing, Pengtao Xie:
On the Generation of Medical Dialogs for COVID-19. ACL/IJCNLP (2) 2021: 886-896 - 2020
- [i5]Xuehai He, Yichen Zhang, Luntian Mou, Eric P. Xing, Pengtao Xie:
PathVQA: 30000+ Questions for Medical Visual Question Answering. CoRR abs/2003.10286 (2020) - [i4]Jinyu Zhao, Yichen Zhang, Xuehai He, Pengtao Xie:
COVID-CT-Dataset: A CT Scan Dataset about COVID-19. CoRR abs/2003.13865 (2020) - [i3]Wenmian Yang, Guangtao Zeng, Bowen Tan, Zeqian Ju, Subrato Chakravorty, Xuehai He, Shu Chen, Xingyi Yang, Qingyang Wu, Zhou Yu, Eric P. Xing, Pengtao Xie:
On the Generation of Medical Dialogues for COVID-19. CoRR abs/2005.05442 (2020) - [i2]Xingyi Yang, Xuehai He, Yuxiao Liang, Yue Yang, Shanghang Zhang, Pengtao Xie:
Transfer Learning or Self-supervised Learning? A Tale of Two Pretraining Paradigms. CoRR abs/2007.04234 (2020) - [i1]Xuehai He, Zhuo Cai, Wenlan Wei, Yichen Zhang, Luntian Mou, Eric P. Xing, Pengtao Xie:
Pathological Visual Question Answering. CoRR abs/2010.12435 (2020)
2010 – 2019
- 2019
- [j1]Xuehai He, Zhipeng Xue, Xiaojun Yuan:
Learned Turbo Message Passing for Affine Rank Minimization and Compressed Robust Principal Component Analysis. IEEE Access 7: 140606-140617 (2019) - [c1]Xuehai He, Xiaojun Yuan, Zhipeng Xue:
Learned Turbo-type Affine Rank Minimization. WCSP 2019: 1-7
Coauthor Index
aka: Xin Eric Wang
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