Yuchen Lu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 35

Top Topics

Noise Suppression

Multiple Instance

Predictive Control

Top Venues

Publications

Xu Ji, Yuchen Lu, Yikun Zhang, Xu Zhuo, Shengqi Kan, Weilong Mao, Gouenou Coatrieux, Jean-Louis Coatrieux, Guotao Quan, Yan Xi, Shuo Li, Tianling Lyu, Yang Chen
SeNAS-Net: Self-Supervised Noise and Artifact Suppression Network for Material Decomposition in Spectral CT. IEEE Trans. Computational Imaging 10 (2024)
Xu Ji, Xu Zhuo, Yuchen Lu, Weilong Mao, Shiyu Zhu, Guotao Quan, Yan Xi, Tianling Lyu, Yang Chen
Image Domain Multi-Material Decomposition Noise Suppression Through Basis Transformation and Selective Filtering. IEEE J. Biomed. Health Informatics 28 (5) (2024)
Jin Wang, Yuchen Lu, Xiangyun Kong, Yongning Wen, Songshan Yue, Guonian Lü, Zaiyang Ma
Research on conceptual graph gallery-based cognitive communication method for geographical conceptual modeling. Environ. Model. Softw. 176 (2024)
Yuhang Song, Po-Hao Chen, Yuchen Lu, Naima Abrar, Vasiliki Kalavri
In situ neighborhood sampling for large-scale GNN training. DaMoN (2024)
Yuchen Lu, Zhen Liu, Aristide Baratin, Romain Laroche, Aaron C. Courville, Alessandro Sordoni
Using Representation Expressiveness and Learnability to Evaluate Self-Supervised Learning Methods. Trans. Mach. Learn. Res. 2023 (2023)
Yufei Cui, Ziquan Liu, Yixin Chen, Yuchen Lu, Xinyue Yu, Xue (Steve) Liu, Tei-Wei Kuo, Miguel Rodrigues, Chun Jason Xue, Antoni B. Chan
Retrieval-Augmented Multiple Instance Learning. NeurIPS (2023)
Bing Li, Feng Li, Shaokun Gao, Qile Fan, Yuchen Lu, Reyu Hu, Zhiyuan Zhao
Efficient Prompt Tuning for Vision and Language Models. ICONIP (11) (2023)
Xu Ji, Yuchen Lu, Xu Zhuo, Yikun Zhang, Shiyu Zhu, Yang Chen
A Geometrical Calibration Method for C-Arm CT Based on a Nonlinear Registration Model. IEEE Trans. Instrum. Meas. 72 (2023)
Zherui Chen, Yuchen Lu, Hao Wang, Yizhou Liu, Tongyang Li
Quantum Langevin Dynamics for Optimization. CoRR (2023)
Yuchen Lu, Xiangkai Zhang, Xu Yang, Pin Lv, Liguo Sun, Ryan Wen Liu, Yisheng Lv
A Deep Graph Matching-Based Method for Trajectory Association in Vessel Traffic Surveillance. ICONIP (2) (2023)
Mengdi Xu, Yuchen Lu, Yikang Shen, Shun Zhang, Ding Zhao, Chuang Gan
Hyper-Decision Transformer for Efficient Online Policy Adaptation. ICLR (2023)
Mengdi Xu, Yuchen Lu, Yikang Shen, Shun Zhang, Ding Zhao, Chuang Gan
Hyper-Decision Transformer for Efficient Online Policy Adaptation. CoRR (2023)
Mengdi Xu, Yikang Shen, Shun Zhang, Yuchen Lu, Ding Zhao, Joshua B. Tenenbaum, Chuang Gan
Prompting Decision Transformer for Few-Shot Policy Generalization. CoRR (2022)
Yuchen Lu, Zhen Liu, Aristide Baratin, Romain Laroche, Aaron C. Courville, Alessandro Sordoni
Expressiveness and Learnability: A Unifying View for Evaluating Self-Supervised Learning. CoRR (2022)
Huahui Xie, Li Dai, Yuchen Lu, Yuanqing Xia
Disturbance Rejection MPC Framework for Input-Affine Nonlinear Systems. IEEE Trans. Autom. Control. 67 (12) (2022)
Siddharth Verma, Yuchen Lu, Rui Hou, Hanchao Yu, Nicolas Ballas, Madian Khabsa, Amjad Almahairi
Uniform Masking Prevails in Vision-Language Pretraining. CoRR (2022)
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)
Yuchen Lu, Yikang Shen, Siyuan Zhou, Aaron C. Courville, Joshua B. Tenenbaum, Chuang Gan
Learning Task Decomposition with Ordered Memory Policy Network. ICLR (2021)
Ankit Vani, Max Schwarzer, Yuchen Lu, Eeshan Dhekane, Aaron C. Courville
Iterated learning for emergent systematicity in VQA. CoRR (2021)
Ankit Vani, Max Schwarzer, Yuchen Lu, Eeshan Dhekane, Aaron C. Courville
Iterated learning for emergent systematicity in VQA. ICLR (2021)
Li Dai, Yuchen Lu, Huahui Xie, Zhongqi Sun, Yuanqing Xia
Robust Tracking Model Predictive Control With Quadratic Robustness Constraint for Mobile Robots With Incremental Input Constraints. IEEE Trans. Ind. Electron. 68 (10) (2021)
Yuchen Lu, Yikang Shen, Siyuan Zhou, Aaron C. Courville, Joshua B. Tenenbaum, Chuang Gan
Learning Task Decomposition with Ordered Memory Policy Network. CoRR (2021)
Yuchen Lu, Soumye Singhal, Florian Strub, Olivier Pietquin, Aaron C. Courville
Countering Language Drift with Seeded Iterated Learning. CoRR (2020)
Xuan Li, Yuchen Lu, Christian Desrosiers, Xue Liu
Out-of-Distribution Detection for Skin Lesion Images with Deep Isolation Forest. CoRR (2020)
Yuchen Lu, Soumye Singhal, Florian Strub, Olivier Pietquin, Aaron C. Courville
Supervised Seeded Iterated Learning for Interactive Language Learning. EMNLP (1) (2020)
Xuan Li, Yuchen Lu, Christian Desrosiers, Xue Liu
Out-of-Distribution Detection for Skin Lesion Images with Deep Isolation Forest. MLMI@MICCAI (2020)
Yuchen Lu, Soumye Singhal, Florian Strub, Olivier Pietquin, Aaron C. Courville
Supervised Seeded Iterated Learning for Interactive Language Learning. CoRR (2020)
Yuchen Lu, Soumye Singhal, Florian Strub, Aaron C. Courville, Olivier Pietquin
Countering Language Drift with Seeded Iterated Learning. ICML (2020)
Changsheng Dai, Zhuoran Zhang, Yuchen Lu, Guanqiao Shan, Xian Wang, Qili Zhao, Changhai Ru, Yu Sun
Robotic Manipulation of Deformable Cells for Orientation Control. IEEE Trans. Robotics 36 (1) (2020)
Changsheng Dai, Zhuoran Zhang, Yuchen Lu, Guanqiao Shan, Xian Wang, Qili Zhao, Yu Sun
Robotic Orientation Control of Deformable Cells. ICRA (2019)
Philip Paquette, Yuchen Lu, Steven Bocco, Max O. Smith, Satya Ortiz-Gagne, Jonathan K. Kummerfeld, Satinder Singh, Joelle Pineau, Aaron C. Courville
No Press Diplomacy: Modeling Multi-Agent Gameplay. CoRR (2019)
Dawei Xiao, Min Chen, Yuchen Lu, Songshan Yue, Tao Hou
Research on the Construction Method of the Service-Oriented Web-SWMM System. ISPRS Int. J. Geo Inf. 8 (6) (2019)
Xuan Li, Yuchen Lu, Peng Xu, Jizong Peng, Christian Desrosiers, Xue Liu
Boosting Image Recognition with Non-differentiable Constraints. CoRR (2019)
Philip Paquette, Yuchen Lu, Steven Bocco, Max O. Smith, Satya Ortiz-Gagne, Jonathan K. Kummerfeld, Joelle Pineau, Satinder Singh, Aaron C. Courville
No-Press Diplomacy: Modeling Multi-Agent Gameplay. NeurIPS (2019)
Yuchen Lu, Peng Xu
Anomaly Detection for Skin Disease Images Using Variational Autoencoder. CoRR (2018)