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Mengdi Xu
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2020 – today
- 2024
- [c34]Jielin Qiu, Mengdi Xu, William Han, Seungwhan Moon, Ding Zhao:
Embodied Executable Policy Learning with Language-based Scene Summarization. NAACL-HLT 2024: 1896-1913 - [i25]Xilun Zhang, Shiqi Liu, Peide Huang, William Jongwon Han, Yiqi Lyu, Mengdi Xu, Ding Zhao:
Dynamics as Prompts: In-Context Learning for Sim-to-Real System Identifications. CoRR abs/2410.20357 (2024) - 2023
- [j10]Qifeng Yan, Mengdi Xu, Damon Wing Kee Wong
, Akira Taruya, Atsushi Tanaka, Jiang Liu
Automatic fibroatheroma identification in intravascular optical coherence tomography volumes. J. Ambient Intell. Humaniz. Comput. 14(11): 15477-15483 (2023) - [c33]Jielin Qiu, Jiacheng Zhu, Mengdi Xu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Bo Li, Ding Zhao, Hailin Jin:
SCCS: Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment. ACL (Findings) 2023: 1584-1601 - [c32]Mengdi Xu, Peide Huang, Yaru Niu, Visak Kumar, Jielin Qiu, Chao Fang, Kuan-Hui Lee, Xuewei Qi, Henry Lam, Bo Li, Ding Zhao:
Group Distributionally Robust Reinforcement Learning with Hierarchical Latent Variables. AISTATS 2023: 2677-2703 - [c31]Shiqi Liu, Mengdi Xu, Peide Huang, Xilun Zhang, Yongkang Liu, Kentaro Oguchi, Ding Zhao:
Continual Vision-based Reinforcement Learning with Group Symmetries. CoRL 2023: 222-240 - [c30]Peide Huang, Xilun Zhang, Ziang Cao, Shiqi Liu, Mengdi Xu, Wenhao Ding, Jonathan Francis, Bingqing Chen, Ding Zhao:
What Went Wrong? Closing the Sim-to-Real Gap via Differentiable Causal Discovery. CoRL 2023: 734-760 - [c29]Jielin Qiu, William Han, Jiacheng Zhu, Mengdi Xu, Michael A. Rosenberg, Emerson Liu, Douglas Weber, Ding Zhao:
Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models? EACL (Findings) 2023: 442-453 - [c28]Jielin Qiu, William Han, Jiacheng Zhu, Mengdi Xu, Douglas Weber, Bo Li, Ding Zhao:
Can Brain Signals Reveal Inner Alignment with Human Languages? EMNLP (Findings) 2023: 1789-1804 - [c27]Jielin Qiu, Jiacheng Zhu, Mengdi Xu, Peide Huang, Michael A. Rosenberg, Douglas Weber, Emerson Liu, Ding Zhao
Cardiac Disease Diagnosis on Imbalanced Electrocardiography Data Through Optimal Transport Augmentation. ICASSP 2023: 1-5 - [c26]Mengdi Xu, Yuchen Lu, Yikang Shen, Shun Zhang, Ding Zhao, Chuang Gan:
Hyper-Decision Transformer for Efficient Online Policy Adaptation. ICLR 2023 - [c25]Siyuan Zhou, Yilun Du, Shun Zhang, Mengdi Xu, Yikang Shen, Wei Xiao, Dit-Yan Yeung, Chuang Gan:
Adaptive Online Replanning with Diffusion Models. NeurIPS 2023 - [c24]Yiqi Wang, Mengdi Xu, Laixi Shi, Yuejie Chi:
A trajectory is worth three sentences: multimodal transformer for offline reinforcement learning. UAI 2023: 2226-2236 - [i24]Jielin Qiu, William Han, Jiacheng Zhu, Mengdi Xu, Michael A. Rosenberg, Emerson Liu, Douglas Weber, Ding Zhao:
Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models? CoRR abs/2301.09017 (2023) - [i23]Mengdi Xu, Yuchen Lu, Yikang Shen, Shun Zhang, Ding Zhao, Chuang Gan:
Hyper-Decision Transformer for Efficient Online Policy Adaptation. CoRR abs/2304.08487 (2023) - [i22]Jielin Qiu, Mengdi Xu, William Han, Seungwhan Moon, Ding Zhao:
Embodied Executable Policy Learning with Language-based Scene Summarization. CoRR abs/2306.05696 (2023) - [i21]Peide Huang, Xilun Zhang, Ziang Cao, Shiqi Liu, Mengdi Xu, Wenhao Ding, Jonathan Francis, Bingqing Chen, Ding Zhao:
What Went Wrong? Closing the Sim-to-Real Gap via Differentiable Causal Discovery. CoRR abs/2306.15864 (2023) - [i20]Yikai Wang, Mengdi Xu, Guanya Shi, Ding Zhao:
Guardians as You Fall: Active Mode Transition for Safe Falling. CoRR abs/2310.04828 (2023) - [i19]Siyuan Zhou, Yilun Du, Shun Zhang, Mengdi Xu, Yikang Shen, Wei Xiao, Dit-Yan Yeung, Chuang Gan:
Adaptive Online Replanning with Diffusion Models. CoRR abs/2310.09629 (2023) - [i18]Mengdi Xu, Peide Huang, Wenhao Yu, Shiqi Liu, Xilun Zhang, Yaru Niu, Tingnan Zhang, Fei Xia, Jie Tan, Ding Zhao:
Creative Robot Tool Use with Large Language Models. CoRR abs/2310.13065 (2023) - 2022
- [c23]Jiandong Cheng, Mengdi Xu, Yirong Liu, Wei Huang:
AttBind: Prediction of Transcription Factor Binding Sites Across Cell-types Based on Attention Mechanism. ICCCS 2022: 135-139 - [c22]Mengdi Xu, Yikang Shen, Shun Zhang, Yuchen Lu, Ding Zhao, Joshua B. Tenenbaum, Chuang Gan:
Prompting Decision Transformer for Few-Shot Policy Generalization. ICML 2022: 24631-24645 - [c21]Peide Huang, Mengdi Xu, Fei Fang, Ding Zhao
Robust Reinforcement Learning as a Stackelberg Game via Adaptively-Regularized Adversarial Training. IJCAI 2022: 3099-3106 - [c20]Mengdi Xu, Peide Huang, Fengpei Li, Jiacheng Zhu, Xuewei Qi, Kentaro Oguchi, Zhiyuan Huang, Henry Lam, Ding Zhao
Scalable Safety-Critical Policy Evaluation with Accelerated Rare Event Sampling. IROS 2022: 12919-12926 - [c19]Wenhuan Sun
GymSlug: Deep Reinforcement Learning Toward Bio-inspired Control Based on Aplysia californica Feeding. Living Machines 2022: 236-248 - [c18]Peide Huang, Mengdi Xu, Jiacheng Zhu, Laixi Shi, Fei Fang, Ding Zhao:
Curriculum Reinforcement Learning using Optimal Transport via Gradual Domain Adaptation. NeurIPS 2022 - [i17]Peide Huang, Mengdi Xu, Fei Fang, Ding Zhao
Robust Reinforcement Learning as a Stackelberg Game via Adaptively-Regularized Adversarial Training. CoRR abs/2202.09514 (2022) - [i16]Jielin Qiu, Jiacheng Zhu, Mengdi Xu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Bo Li, Ding Zhao
MHMS: Multimodal Hierarchical Multimedia Summarization. CoRR abs/2204.03734 (2022) - [i15]Mengdi Xu, Yikang Shen, Shun Zhang, Yuchen Lu, Ding Zhao
Prompting Decision Transformer for Few-Shot Policy Generalization. CoRR abs/2206.13499 (2022) - [i14]William Han, Jielin Qiu, Jiacheng Zhu, Mengdi Xu, Douglas Weber, Bo Li, Ding Zhao:
An Empirical Exploration of Cross-domain Alignment between Language and Electroencephalogram. CoRR abs/2208.06348 (2022) - [i13]Mengdi Xu, Zuxin Liu
Trustworthy Reinforcement Learning Against Intrinsic Vulnerabilities: Robustness, Safety, and Generalizability. CoRR abs/2209.08025 (2022) - [i12]Jielin Qiu, Jiacheng Zhu, Mengdi Xu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Bo Li, Ding Zhao
Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment. CoRR abs/2210.04722 (2022) - [i11]Peide Huang, Mengdi Xu, Jiacheng Zhu, Laixi Shi, Fei Fang
Curriculum Reinforcement Learning using Optimal Transport via Gradual Domain Adaptation. CoRR abs/2210.10195 (2022) - [i10]Mengdi Xu, Peide Huang, Yaru Niu, Visak Kumar, Jielin Qiu, Chao Fang, Kuan-Hui Lee, Xuewei Qi, Henry Lam, Bo Li, Ding Zhao
Group Distributionally Robust Reinforcement Learning with Hierarchical Latent Variables. CoRR abs/2210.12262 (2022) - [i9]Shiqi Liu, Mengdi Xu, Peide Huang, Yongkang Liu, Kentaro Oguchi, Ding Zhao
Continual Reinforcement Learning with Group Symmetries. CoRR abs/2210.12301 (2022) - 2021
- [j9]Baiming Chen, Mengdi Xu, Liang Li, Ding Zhao
Delay-aware model-based reinforcement learning for continuous control. Neurocomputing 450: 119-128 (2021) - [j8]Honglin Li, Xiaoyang Mao, Mengdi Xu, Xiaogang Jin:
Deep-based Self-refined Face-top Coordination. ACM Trans. Multim. Comput. Commun. Appl. 17(3): 95:1-95:23 (2021) - [c17]Baiming Chen, Zuxin Liu
Context-Aware Safe Reinforcement Learning for Non-Stationary Environments. ICRA 2021: 10689-10695 - [c16]Mengdi Xu, Jiandong Cheng, Yirong Liu, Wei Huang:
DeepGAN: Generating Molecule for Drug Discovery Based on Generative Adversarial Network. ISCC 2021: 1-6 - [i8]Baiming Chen, Zuxin Liu, Jiacheng Zhu, Mengdi Xu, Wenhao Ding, Ding Zhao:
Context-Aware Safe Reinforcement Learning for Non-Stationary Environments. CoRR abs/2101.00531 (2021) - [i7]Jiacheng Zhu, Aritra Guha, Mengdi Xu, Yingchen Ma, Rayleigh Lei, Vincenzo Loffredo, XuanLong Nguyen, Ding Zhao
Functional Optimal Transport: Mapping Estimation and Domain Adaptation for Functional data. CoRR abs/2102.03895 (2021) - [i6]Mengdi Xu, Peide Huang, Fengpei Li, Jiacheng Zhu, Xuewei Qi, Kentaro Oguchi, Zhiyuan Huang, Henry Lam, Ding Zhao
Accelerated Policy Evaluation: Learning Adversarial Environments with Adaptive Importance Sampling. CoRR abs/2106.10566 (2021) - 2020
- [c15]Wenhao Ding, Mengdi Xu, Ding Zhao
CMTS: A Conditional Multiple Trajectory Synthesizer for Generating Safety-Critical Driving Scenarios. ICRA 2020: 4314-4321 - [c14]Mengdi Xu, Wenhao Ding, Jiacheng Zhu, Zuxin Liu, Baiming Chen, Ding Zhao:
Task-Agnostic Online Reinforcement Learning with an Infinite Mixture of Gaussian Processes. NeurIPS 2020 - [i5]Baiming Chen, Mengdi Xu, Liang Li, Ding Zhao:
Delay-Aware Model-Based Reinforcement Learning for Continuous Control. CoRR abs/2005.05440 (2020) - [i4]Baiming Chen, Mengdi Xu, Zuxin Liu, Liang Li, Ding Zhao
Delay-Aware Multi-Agent Reinforcement Learning. CoRR abs/2005.05441 (2020) - [i3]Mengdi Xu, Wenhao Ding, Jiacheng Zhu, Zuxin Liu, Baiming Chen, Ding Zhao:
Task-Agnostic Online Reinforcement Learning with an Infinite Mixture of Gaussian Processes. CoRR abs/2006.11441 (2020) - [i2]Wentai Lei, Mengdi Xu, Feifei Hou, Wensi Jiang:
Calibration Venus: An Interactive Camera Calibration Method Based on Search Algorithm and Pose Decomposition. CoRR abs/2009.05983 (2020)
2010 – 2019
- 2019
- [j7]Mengdi Xu
DEA Evaluation Method Based on Interval Intuitionistic Bayesian Network and Its Application in Enterprise Logistics. IEEE Access 7: 98277-98289 (2019) - [c13]Hongtao Wu, Jiteng Mu, Ting Da, Mengdi Xu, Russell H. Taylor, Iulian Iordachita, Gregory S. Chirikjian:
Multi-Mosquito Object Detection and 2D Pose Estimation for Automation of PfSPZ Malaria Vaccine Production. CASE 2019: 411-417 - [c12]Mengdi Xu, Shengnan Lyu, Yingtian Xu, Can Kocabalkanli, Brian K. Chirikjian, John S. Chirikjian, Joshua D. Davis, Jin Seob Kim, Iulian Iordachita, Russell H. Taylor, Gregory S. Chirikjian:
Mosquito Staging Apparatus for Producing PfSPZ Malaria Vaccines. CASE 2019: 443-449 - [c11]Tianchi Liu, Mengdi Xu, Ziyu Zhang, Changping Dai, Haiyu Wang, Rui Zhang, Lei Shi, Shuang Wu:
Direct Detection and Measurement of Nuchal Translucency with Neural Networks from Ultrasound Images. SUSI/PIPPI@MICCAI 2019: 20-28 - [i1]Wenhao Ding, Mengdi Xu, Ding Zhao:
CMTS: Conditional Multiple Trajectory Synthesizer for Generating Safety-critical Driving Scenarios. CoRR abs/1910.00099 (2019) - 2018
- [j6]Mengdi Xu, Ming Jin
Multichannel Selection for Cognitive Radio Networks With RF Energy Harvesting. IEEE Wirel. Commun. Lett. 7(2): 178-181 (2018) - 2017
- [c10]Jimmy Addison Lee, Mengdi Xu, Jun Cheng, Huazhu Fu
Extract-and-match geometric corner and step pattern approach for registration of fluoroscopic X-ray sequences. EMBC 2017: 568-571 - [c9]Mengdi Xu, Jun Cheng, Annan Li
Fibroatheroma identification in Intravascular Optical Coherence Tomography images using deep features. EMBC 2017: 1501-1504 - 2016
- [j5]Guangyu Gao, Mengdi Xu, Jialie Shen, Huadong Ma, Shuicheng Yan:
Cast2Face: Assigning Character Names Onto Faces in Movie With Actor-Character Correspondence. IEEE Trans. Circuits Syst. Video Technol. 26(12): 2299-2312 (2016) - 2015
- [j4]Teng Li, Bingbing Ni, Mengdi Xu, Meng Wang, Qingwei Gao, Shuicheng Yan:
Data-Driven Affective Filtering for Images and Videos. IEEE Trans. Cybern. 45(10): 2336-2349 (2015) - [c8]Mengdi Xu, Jun Cheng
Graph based lumen segmentation in optical coherence tomography images. ICICS 2015: 1-5 - 2014
- [j3]Bingbing Ni, Mengdi Xu, Tam V. Nguyen
Touch Saliency: Characteristics and Prediction. IEEE Trans. Multim. 16(6): 1779-1791 (2014) - [c7]Mengdi Xu, Jun Cheng
Automatic atherosclerotic heart disease detection in intracoronary optical coherence tomography images. EMBC 2014: 174-177 - 2013
- [j2]Bingbing Ni, Mengdi Xu, Bin Cheng, Meng Wang, Shuicheng Yan, Qi Tian:
Learning to Photograph: A Compositional Perspective. IEEE Trans. Multim. 15(5): 1138-1151 (2013) - [c6]Tam V. Nguyen
Static saliency vs. dynamic saliency: a comparative study. ACM Multimedia 2013: 987-996 - 2012
- [c5]Bingbing Ni, Mengdi Xu, Jinhui Tang
Omni-range spatial contexts for visual classification. CVPR 2012: 3514-3521 - [c4]Mengdi Xu, Bingbing Ni, Jian Dong, ZhongYang Huang, Meng Wang, Shuicheng Yan:
Touch saliency. ACM Multimedia 2012: 1041-1044 - 2011
- [j1]Richang Hong, Meng Wang, Xiao-Tong Yuan, Mengdi Xu, Jianguo Jiang, Shuicheng Yan, Tat-Seng Chua:
Video accessibility enhancement for hearing-impaired users. ACM Trans. Multim. Comput. Commun. Appl. 7(Supplement): 24 (2011) - 2010
- [c3]Richang Hong, Meng Wang, Mengdi Xu, Shuicheng Yan, Tat-Seng Chua:
Dynamic captioning: video accessibility enhancement for hearing impairment. ACM Multimedia 2010: 421-430 - [c2]Richang Hong, Xiaotong Yuan, Mengdi Xu, Meng Wang, Shuicheng Yan, Tat-Seng Chua:
Movie2Comics: a feast of multimedia artwork. ACM Multimedia 2010: 611-614 - [c1]Mengdi Xu, Xiaotong Yuan, Jialie Shen, Shuicheng Yan:
Cast2Face: character identification in movie with actor-character correspondence. ACM Multimedia 2010: 831-834
Coauthor Index
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last updated on 2024-11-30 01:13 CET by the dblp team
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