Xuechen Li

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 89

Top Topics

Stochastic Differential Equations

Nodule Detection

Top Venues

Neural Comput. Appl.

Publications

Ahmed M. Ahmed, Rafael Rafailov, Stepan Sharkov, Xuechen Li, Sanmi Koyejo
Scalable Ensembling For Mitigating Reward Overoptimisation. CoRR (2024)
Xinquan Yang, Xuguang Li, Xuechen Li, Peixi Wu, Linlin Shen, Yongqiang Deng
ImplantFormer: vision transformer-based implant position regression using dental CBCT data. Neural Comput. Appl. 36 (12) (2024)
Leilei Zeng, Xuechen Li, Xinquan Yang, Wenting Chen, Jingxin Liu, Linlin Shen, Song Wu
SCPMan: Shape context and prior constrained multi-scale attention network for pancreatic segmentation. Expert Syst. Appl. 252 (2024)
Daniel Kang, Xuechen Li, Ion Stoica, Carlos Guestrin, Matei Zaharia, Tatsunori Hashimoto
Exploiting Programmatic Behavior of LLMs: Dual-Use Through Standard Security Attacks. SP (Workshops) (2024)
Xinquan Yang, Xuguang Li, Xuechen Li, Wenting Chen, Linlin Shen, Xin Li, Yongqiang Deng
Two-stream regression network for dental implant position prediction. Expert Syst. Appl. 235 (2024)
Xuechen Li, Xiuhua Li, Muqing Zhang, Qinghan Dong, Guiying Zhang, Zeping Wang, Peng Wei
SugarcaneGAN: A novel dataset generating approach for sugarcane leaf diseases based on lightweight hybrid CNN-Transformer network. Comput. Electron. Agric. 219 (2024)
Neil Band, Xuechen Li, Tengyu Ma, Tatsunori Hashimoto
Linguistic Calibration of Language Models. CoRR (2024)
Zijian Cai, Xinquan Yang, Xuguang Li, Xiaoling Luo, Xuechen Li, Linlin Shen, He Meng, Yongqiang Deng
SSAD: Self-supervised Auxiliary Detection Framework for Panoramic X-ray based Dental Disease Diagnosis. CoRR (2024)
Yudi Zhang, Wenting Chen, Xuechen Li, Linlin Shen, Zhihui Lai, Heng Kong
Adversarial Keyword Extraction and Semantic-Spatial Feature Aggregation for Clinical Report Guided Thyroid Nodule Segmentation. PRCV (13) (2023)
Xinquan Yang, Jinheng Xie, Xuguang Li, Xuechen Li, Xin Li, Linlin Shen, Yongqiang Deng
TCEIP: Text Condition Embedded Regression Network for Dental Implant Position Prediction. CoRR (2023)
Xinquan Yang, Xuguang Li, Xuechen Li, Wenting Chen, Linlin Shen, Xin Li, Yongqiang Deng
Two-Stream Regression Network for Dental Implant Position Prediction. CoRR (2023)
Peter Henderson, Xuechen Li, Dan Jurafsky, Tatsunori Hashimoto, Mark A. Lemley, Percy Liang
Foundation Models and Fair Use. CoRR (2023)
Zhongliang Li, Xuechen Li, Zhihao Jin, Linlin Shen
Learning from pseudo-lesion: a self-supervised framework for COVID-19 diagnosis. Neural Comput. Appl. 35 (15) (2023)
Leilei Zeng, Xuechen Li, Xinquan Yang, Linlin Shen, Song Wu
SCPMan: Shape Context and Prior Constrained Multi-scale Attention Network for Pancreatic Segmentation. CoRR (2023)
Yann Dubois, Xuechen Li, Rohan Taori, Tianyi Zhang, Ishaan Gulrajani, Jimmy Ba, Carlos Guestrin, Percy Liang, Tatsunori B. Hashimoto
AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback. CoRR (2023)
Dan Li, Xuechen Li, Zhibin Peng, Wenting Chen, Linlin Shen, Guangyao Wu
Multi-scale Contrastive Learning for Gastroenteroscopy Classification. CBMS (2023)
Xinquan Yang, Jinheng Xie, Xuechen Li, Xuguang Li, Linlin Shen, Yongqiang Deng
TCSloT: Text Guided 3D Context and Slope Aware Triple Network for Dental Implant Position Prediction. BIBM (2023)
Percy Liang, Rishi Bommasani, Tony Lee, Dimitris Tsipras, Dilara Soylu, Michihiro Yasunaga, Yian Zhang, Deepak Narayanan, Yuhuai Wu, Ananya Kumar, Benjamin Newman, Binhang Yuan, Bobby Yan, Ce Zhang, Christian Cosgrove, Christopher D. Manning, Christopher Ré, Diana Acosta-Navas, Drew A. Hudson, Eric Zelikman, Esin Durmus, Faisal Ladhak, Frieda Rong, Hongyu Ren, Huaxiu Yao, Jue Wang, Keshav Santhanam, Laurel J. Orr, Lucia Zheng, Mert Yüksekgönül, Mirac Suzgun, Nathan Kim, Neel Guha, Niladri S. Chatterji, Omar Khattab, Peter Henderson, Qian Huang, Ryan Chi, Sang Michael Xie, Shibani Santurkar, Surya Ganguli, Tatsunori Hashimoto, Thomas Icard, Tianyi Zhang, Vishrav Chaudhary, William Wang, Xuechen Li, Yifan Mai, Yuhui Zhang, Yuta Koreeda
Holistic Evaluation of Language Models. Trans. Mach. Learn. Res. 2023 (2023)
Xinquan Yang, Jinheng Xie, Xuguang Li, Xuechen Li, Xin Li, Linlin Shen, Yongqiang Deng
TCEIP: Text Condition Embedded Regression Network for Dental Implant Position Prediction. MICCAI (6) (2023)
Jiyan He, Xuechen Li, Da Yu, Huishuai Zhang, Janardhan Kulkarni, Yin Tat Lee, Arturs Backurs, Nenghai Yu, Jiang Bian
Exploring the Limits of Differentially Private Deep Learning with Group-wise Clipping. ICLR (2023)
Xuechen Li, Xiuhua Li, Shimin Zhang, Guiying Zhang, Muqing Zhang, Heyang Shang
SLViT: Shuffle-convolution-based lightweight Vision transformer for effective diagnosis of sugarcane leaf diseases. J. King Saud Univ. Comput. Inf. Sci. 35 (6) (2023)
Xiang Yue, Huseyin A. Inan, Xuechen Li, Girish Kumar, Julia McAnallen, Hoda Shajari, Huan Sun, David Levitan, Robert Sim
Synthetic Text Generation with Differential Privacy: A Simple and Practical Recipe. ACL (1) (2023)
Yating Huang, Xuechen Li, Siting Zheng, Zhongliang Li, Sihan Li, Linlin Shen, Changen Zhou, Zhihui Lai
Tongue size and shape classification fusing segmentation features for traditional Chinese medicine diagnosis. Neural Comput. Appl. 35 (10) (2023)
Pan Wang, Xuechen Li, Jianquan Lu, Jungang Lou
Fixed-Time Synchronization of Stochastic Complex-Valued Fuzzy Neural Networks with Memristor and Proportional Delays. Neural Process. Lett. 55 (6) (2023)
Xinquan Yang, Jinheng Xie, Xuechen Li, Xuguang Li, Linlin Shen, Yongqiang Deng
TCSloT: Text Guided 3D Context and Slope Aware Triple Network for Dental Implant Position Prediction. CoRR (2023)
Daniel Kang, Xuechen Li, Ion Stoica, Carlos Guestrin, Matei Zaharia, Tatsunori Hashimoto
Exploiting Programmatic Behavior of LLMs: Dual-Use Through Standard Security Attacks. CoRR (2023)
Xuechen Li, Florian Tramèr, Percy Liang, Tatsunori Hashimoto
Large Language Models Can Be Strong Differentially Private Learners. ICLR (2022)
Xuechen Li, Daogao Liu, Tatsunori B. Hashimoto, Huseyin A. Inan, Janardhan Kulkarni, Yin-Tat Lee, Abhradeep Guha Thakurta
When Does Differentially Private Learning Not Suffer in High Dimensions? NeurIPS (2022)
Minmin Liu, Xuechen Li, Xiangbo Gao, Junliang Chen, Linlin Shen, Huisi Wu
Sample Hardness Based Gradient Loss for Long-Tailed Cervical Cell Detection. MICCAI (2) (2022)
Xuechen Li, Daogao Liu, Tatsunori Hashimoto, Huseyin A. Inan, Janardhan Kulkarni, Yin Tat Lee, Abhradeep Guha Thakurta
When Does Differentially Private Learning Not Suffer in High Dimensions? CoRR (2022)
Chen Wang, Yinlong Liu, Yiru Wang, Xuechen Li, Manning Wang
Efficient and Outlier-Robust Simultaneous Pose and Correspondence Determination by Branch-and-Bound and Transformation Decomposition. IEEE Trans. Pattern Anal. Mach. Intell. 44 (10) (2022)
Hanlin Zhang, Xuechen Li, Prithviraj Sen, Salim Roukos, Tatsunori Hashimoto
A Closer Look at the Calibration of Differentially Private Learners. CoRR (2022)
Winnie Xu, Ricky T. Q. Chen, Xuechen Li, David Duvenaud
Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations. AISTATS (2022)
Pan Wang, Xuechen Li, Tianwei Zhang
Exponential Synchronization of Inertial Complex-Valued Fuzzy Cellular Neural Networks with Time-Varying Delays via Periodically Intermittent Control. Int. J. Comput. Intell. Syst. 15 (1) (2022)
Siting Zheng, Xuechen Li, Mingmin Bi, Yuxuan Wang, Haiyan Liu, Xiaoshan Feng, Yunping Fan, Linlin Shen
Contrastive learning-based Adenoid Hypertrophy Grading Network Using Nasoendoscopic Image. CBMS (2022)
Xiang Yue, Huseyin A. Inan, Xuechen Li, Girish Kumar, Julia McAnallen, Huan Sun, David Levitan, Robert Sim
Synthetic Text Generation with Differential Privacy: A Simple and Practical Recipe. CoRR (2022)
Zhihao Jin, Xuechen Li, Yudi Zhang, LinLin Shen, Zhihui Lai, Heng Kong
Boundary regression-based reep neural network for thyroid nodule segmentation in ultrasound images. Neural Comput. Appl. 34 (24) (2022)
Xinquan Yang, Xuguang Li, Xuechen Li, Peixi Wu, Linlin Shen, Xin Li, Yongqiang Deng
ImplantFormer: Vision Transformer based Implant Position Regression Using Dental CBCT Data. CoRR (2022)
Jiyan He, Xuechen Li, Da Yu, Huishuai Zhang, Janardhan Kulkarni, Yin Tat Lee, Arturs Backurs, Nenghai Yu, Jiang Bian
Exploring the Limits of Differentially Private Deep Learning with Group-wise Clipping. CoRR (2022)
Xuechen Li, Yuhang Luo, Jiansheng Wu
Decoupling Relationship between Urbanization and Carbon Sequestration in the Pearl River Delta from 2000 to 2020. Remote. Sens. 14 (3) (2022)
Minmin Liu, Xuechen Li, Xiangbo Gao, Junliang Chen, Linlin Shen, Huisi Wu
Sample hardness based gradient loss for long-tailed cervical cell detection. CoRR (2022)
Pan Wang, Xuechen Li, Nan Wang, Yuanyuan Li, Kaibo Shi, Jianquan Lu
Almost periodic synchronization of quaternion-valued fuzzy cellular neural networks with leakage delays. Fuzzy Sets Syst. 426 (2022)
Percy Liang, Rishi Bommasani, Tony Lee, Dimitris Tsipras, Dilara Soylu, Michihiro Yasunaga, Yian Zhang, Deepak Narayanan, Yuhuai Wu, Ananya Kumar, Benjamin Newman, Binhang Yuan, Bobby Yan, Ce Zhang, Christian Cosgrove, Christopher D. Manning, Christopher Ré, Diana Acosta-Navas, Drew A. Hudson, Eric Zelikman, Esin Durmus, Faisal Ladhak, Frieda Rong, Hongyu Ren, Huaxiu Yao, Jue Wang, Keshav Santhanam, Laurel J. Orr, Lucia Zheng, Mert Yüksekgönül, Mirac Suzgun, Nathan Kim, Neel Guha, Niladri S. Chatterji, Omar Khattab, Peter Henderson, Qian Huang, Ryan Chi, Sang Michael Xie, Shibani Santurkar, Surya Ganguli, Tatsunori Hashimoto, Thomas Icard, Tianyi Zhang, Vishrav Chaudhary, William Wang, Xuechen Li, Yifan Mai, Yuhui Zhang, Yuta Koreeda
Holistic Evaluation of Language Models. CoRR (2022)
Patrick Kidger, James Foster, Xuechen Li, Harald Oberhauser, Terry J. Lyons
Neural SDEs as Infinite-Dimensional GANs. CoRR (2021)
Yuxuan Wang, Xuechen Li, Jingxin Liu, Linlin Shen, Kunming Sun, Suying Wang
A Contrastive Learning-based PPC-UNet for Colorectal Histopathology Whole Slide Image Segmentation. BIBM (2021)
Xuechen Li, Chris J. Maddison, Daniel Tarlow
Learning to Extend Program Graphs to Work-in-Progress Code. CoRR (2021)
Menglu Zhang, Xuechen Li, Linlin Shen
Classification and Localization Consistency Regularized Student-Teacher Network for Semi-supervised Cervical Cell Detection. CBMS (2021)
Baojun Miao, Xuechen Li, Jungang Lou, Jianquan Lu
Pinning bipartite synchronization for coupled reaction-diffusion neural networks with antagonistic interactions and switching topologies. Neural Networks 141 (2021)
Yiru Wang, Yinlong Liu, Xuechen Li, Chen Wang, Manning Wang, Zhijian Song
Practical globally optimal consensus maximization by Branch-and-bound based on interval arithmetic. Pattern Recognit. 115 (2021)
Winnie Xu, Ricky T. Q. Chen, Xuechen Li, David Duvenaud
Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations. CoRR (2021)
Patrick Kidger, James Foster, Xuechen Li, Terry J. Lyons
Efficient and Accurate Gradients for Neural SDEs. CoRR (2021)
Patrick Kidger, James Foster, Xuechen Li, Terry J. Lyons
Efficient and Accurate Gradients for Neural SDEs. NeurIPS (2021)
Patrick Kidger, James Foster, Xuechen Li, Terry J. Lyons
Neural SDEs as Infinite-Dimensional GANs. ICML (2021)
Xuechen Li, Florian Tramèr, Percy Liang, Tatsunori Hashimoto
Large Language Models Can Be Strong Differentially Private Learners. CoRR (2021)
Shun-ichi Amari, Jimmy Ba, Roger Baker Grosse, Xuechen Li, Atsushi Nitanda, Taiji Suzuki, Denny Wu, Ji Xu
When does preconditioning help or hurt generalization? ICLR (2021)
Ning Liu, Zhihui Lai, Xuechen Li, Yudong Chen, Dongmei Mo, Heng Kong, Linlin Shen
Locality Preserving Robust Regression for Jointly Sparse Subspace Learning. IEEE Trans. Circuits Syst. Video Technol. 31 (6) (2021)
Jiaqi Bao, Zhihui Lai, Xuechen Li
Relaxed local preserving regression for image feature extraction. Multim. Tools Appl. 80 (3) (2021)
Zhongliang Li, Zhihao Jin, Xuechen Li, Linlin Shen
Learning from Pseudo Lesion: A Self-supervised Framework for COVID-19 Diagnosis. CoRR (2021)
Yiru Wang, Yinlong Liu, Xuechen Li, Chen Wang, Manning Wang, Zhijian Song
GORFLM: Globally Optimal Robust Fitting for Linear Model. Signal Process. Image Commun. 84 (2020)
Xuechen Li, Ting-Kam Leonard Wong, Ricky T. Q. Chen, David Duvenaud
Scalable Gradients for Stochastic Differential Equations. AISTATS (2020)
Xuechen Li, Linlin Shen, Xinpeng Xie, Shiyun Huang, Zhien Xie, Xian Hong, Juan Yu
Multi-resolution convolutional networks for chest X-ray radiograph based lung nodule detection. Artif. Intell. Medicine 103 (2020)
Shun-ichi Amari, Jimmy Ba, Roger B. Grosse, Xuechen Li, Atsushi Nitanda, Taiji Suzuki, Denny Wu, Ji Xu
When Does Preconditioning Help or Hurt Generalization? CoRR (2020)
Zhihao Jin, Xuechen Li, Linlin Shen, Jinyi Lang, Jie Li, Junxiang Wu, Peng Xu, Jiang Duan
Automatic Primary Gross Tumor Volume Segmentation for Nasopharyngeal Carcinoma using ResSE-UNet. CBMS (2020)
Kefa Zou, Xuechen Li, Nan Wang, Jungang Lou, Jianquan Lu
Stability and Stabilization of Delayed Neural Networks with Hybrid Impulses. Complex. 2020 (2020)
Xuechen Li, Nan Wang, Jungang Lou, Jianquan Lu
Global μ-synchronization of impulsive pantograph neural networks. Neural Networks 131 (2020)
Yanyu Chen, Xuechen Li, Wei Sun
Research on Stock Selection Strategy Based on AdaBoost Algorithm. CSAE (2020)
Xuechen Li, Ting-Kam Leonard Wong, Ricky T. Q. Chen, David Duvenaud
Scalable Gradients for Stochastic Differential Equations. CoRR (2020)
Nan Wang, Xuechen Li, Jianquan Lu
Impulsive-Interaction-Driven Synchronization in an Array of Coupled Neural Networks. Neural Process. Lett. 51 (3) (2020)
Xuechen Li, Linlin Shen, Meixiao Shen, Fan Tan, Connor S. Qiu
Deep learning based early stage diabetic retinopathy detection using optical coherence tomography. Neurocomputing 369 (2019)
Xuechen Li, Yi Wu, Lester Mackey
Stochastic Runge-Kutta Accelerates Langevin Monte Carlo and Beyond. NeurIPS (2019)
Yinlong Liu, Xuechen Li, Manning Wang, Guang Chen, Zhijian Song, Alois C. Knoll
A Novel Method for the Absolute Pose Problem with Pairwise Constraints. CoRR (2019)
Zhongliang Li, Juan Yu, Xuechen Li, Yingqi Li, Weicai Dai, Linlin Shen, Lisha Mou, Zuhui Pu
PNet: An Efficient Network for Pneumonia Detection. CISP-BMEI (2019)
Yinlong Liu, Xuechen Li, Manning Wang, Alois C. Knoll, Guang Chen, Zhijian Song
A Novel Method for the Absolute Pose Problem with Pairwise Constraints. Remote. Sens. 11 (24) (2019)
Xuechen Li, Linlin Shen, Meixiao Shen, Connor S. Qiu
Integrating Handcrafted and Deep Features for Optical Coherence Tomography Based Retinal Disease Classification. IEEE Access 7 (2019)
Xuechen Li, Ting-Kam Leonard Wong, Ricky T. Q. Chen, David Kristjanson Duvenaud
Scalable Gradients and Variational Inference for Stochastic Differential Equations. AABI (2019)
Xuechen Li, Yinlong Liu, Manning Wang, Zhijian Song
GO-APSR: A Globally Optimal Affine Point Set Registration Method. IEEE Access 7 (2019)
Xuechen Li, Denny Wu, Lester Mackey, Murat A. Erdogdu
Stochastic Runge-Kutta Accelerates Langevin Monte Carlo and Beyond. CoRR (2019)
Chris Cremer, Xuechen Li, David Duvenaud
Inference Suboptimality in Variational Autoencoders. ICML (2018)
Tian Qi Chen, Xuechen Li, Roger B. Grosse, David Duvenaud
Isolating Sources of Disentanglement in Variational Autoencoders. CoRR (2018)
Xuechen Li, Linlin Shen, Jiang Duan
Optic Disc and Fovea Detection Using Multi-Stage Region-Based Convolutional Neural Network. ISICDM (2018)
Tian Qi Chen, Xuechen Li, Roger B. Grosse, David Duvenaud
Isolating Sources of Disentanglement in Variational Autoencoders. ICLR (Workshop) (2018)
Chris Cremer, Xuechen Li, David Duvenaud
Inference Suboptimality in Variational Autoencoders. CoRR (2018)
Xuechen Li, Linlin Shen, Suhuai Luo
A Solitary Feature-Based Lung Nodule Detection Approach for Chest X-Ray Radiographs. IEEE J. Biomed. Health Informatics 22 (2) (2018)
Nan Wang, Xuechen Li, Jianquan Lu, Fuad E. Alsaadi
Unified synchronization criteria in an array of coupled neural networks with hybrid impulses. Neural Networks 101 (2018)
George Barmpalias, Neng Huang, Andrew Lewis-Pye, Angsheng Li, Xuechen Li, Yicheng Pan, Tim Roughgarden
The idemetric property: when most distances are (almost) the same. CoRR (2018)
Xuechen Li, Yinlong Liu, Yiru Wang, Chen Wang, Manning Wang, Zhijian Song
Fast and Globally Optimal Rigid Registration of 3D Point Sets by Transformation Decomposition. CoRR (2018)
Tian Qi Chen, Xuechen Li, Roger B. Grosse, David Duvenaud
Isolating Sources of Disentanglement in Variational Autoencoders. NeurIPS (2018)
Yuexiang Li, Xuechen Li, Xinpeng Xie, Linlin Shen
Deep learning based gastric cancer identification. ISBI (2018)
Yuexiang Li, Xinpeng Xie, Shaoxiong Liu, Xuechen Li, Linlin Shen
GT-Net: A Deep Learning Network for Gastric Tumor Diagnosis. ICTAI (2018)
Angsheng Li, Xuechen Li, Yicheng Pan, Wei Zhang
Strategies for network security. Sci. China Inf. Sci. 58 (1) (2015)
Xuechen Li, Suhuai Luo, Qingmao Hu
An Automatic Rib Segmentation Method on X-Ray Radiographs. MMM (1) (2015)
Xuechen Li, Suhuai Luo, Qingmao Hu, Jiaming Li, Dadong Wang
Rib suppression in chest radiographs for lung nodule enhancement. ICIA (2015)
Wei Zhang, Yicheng Pan, Pan Peng, Jiankou Li, Xuechen Li, Angsheng Li
Global core, and galaxy structure of networks. Sci. China Inf. Sci. 57 (7) (2014)
Angsheng Li, Wei Zhang, Yicheng Pan, Xuechen Li
Homophyly and Randomness Resist Cascading Failure in Networks. CoRR (2013)
Zunshui Cheng, Youming Xin, Xuechen Li, Jianmin Xing
Synchronization and Lag Synchronization of Chaotic Networks. ISNN (2) (2009)