Xiaoxuan Liu

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 39

Top Topics

Sensory Feedback

Artificial Intelligence

Forecasting Model

Top Venues

Proc. VLDB Endow.

Nat. Mach. Intell.

Publications

Zhenrong Du, Le Yu, Damien Arvor, Xiyu Li, Xin Cao, Liheng Zhong, Qiang Zhao, Xiaorui Ma, Hongyu Wang, Xiaoxuan Liu, Mingjuan Zhang, Bing Xu, Peng Gong
Dual Data- and Knowledge-Driven Land Cover Mapping Framework for Monitoring Annual and Near-Real-Time Changes. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Tyler Griggs, Xiaoxuan Liu, Jiaxiang Yu, Doyoung Kim, Wei-Lin Chiang, Alvin Cheung, Ion Stoica
M\'elange: Cost Efficient Large Language Model Serving by Exploiting GPU Heterogeneity. CoRR (2024)
Xiaoxuan Liu, Cade Daniel, Langxiang Hu, Woosuk Kwon, Zhuohan Li, Xiangxi Mo, Alvin Cheung, Zhijie Deng, Ion Stoica, Hao Zhang
Optimizing Speculative Decoding for Serving Large Language Models Using Goodput. CoRR (2024)
Mingxuan Liu, Yilin Ning, Salinelat Teixayavong, Xiaoxuan Liu, Mayli Mertens, Yuqing Shang, Xin Li, Di Miao, Jie Xu, Daniel Shu Wei Ting, Lionel Tim-Ee Cheng, Jasmine Chiat Ling Ong, Zhen Ling Teo, Ting Fang Tan, Narrendar RaviChandran, Fei Wang, Leo Anthony Celi, Marcus Eng Hock Ong, Nan Liu
Towards Clinical AI Fairness: Filling Gaps in the Puzzle. CoRR (2024)
Xiaohe Li, Zide Fan, Xiaoxuan Liu, Yidan Zhang, Yunping Ge, Lijie Wen
Photogrammetry for Unconstrained Optical Satellite Imagery With Combined Neural Radiance Fields. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Xiaoxuan Liu, Tianjiao Cao, Haisong Li, Xin Yuan, Wancheng Xu, Ting Li
A 180 fps WVGA CIS with 3.2e- TRN and dual-readout modes. Microelectron. J. 148 (2024)
Xiaoxuan Liu, Kelvin L. Chou, Parag G. Patil, Karlo A. Malaga
Effect of Anisotropic Brain Conductivity on Patient-Specific Volume of Tissue Activation in Deep Brain Stimulation for Parkinson Disease. IEEE Trans. Biomed. Eng. 71 (6) (2024)
Xiaoxuan Liu, James Reigle, V. B. Surya Prasath, Jasbir Dhaliwal
Artificial intelligence image-based prediction models in IBD exhibit high risk of bias: A systematic review. Comput. Biol. Medicine 171 (2024)
Yao Lu, Song Bian, Lequn Chen, Yongjun He, Yulong Hui, Matthew Lentz, Beibin Li, Fei Liu, Jialin Li, Qi Liu, Rui Liu, Xiaoxuan Liu, Lin Ma, Kexin Rong, Jianguo Wang, Yingjun Wu, Yongji Wu, Huanchen Zhang, Minjia Zhang, Qizhen Zhang, Tianyi Zhou, Danyang Zhuo
Computing in the Era of Large Generative Models: From Cloud-Native to AI-Native. CoRR (2024)
Siddharth Jha, Coleman Hooper, Xiaoxuan Liu, Sehoon Kim, Kurt Keutzer
Learned Best-Effort LLM Serving. CoRR (2024)
Xiaoxuan Liu, Lanxiang Hu, Peter Bailis, Ion Stoica, Zhijie Deng, Alvin Cheung, Hao Zhang
Online Speculative Decoding. CoRR (2023)
Mark P. Sendak, David Vidal, Sylvia Trujillo, Karandeep Singh, Xiaoxuan Liu, Suresh Balu
Editorial: Surfacing best practices for AI software development and integration in healthcare. Frontiers Digit. Health 5 (2023)
Zijun Fu, Yongming Wu, Xiaoxuan Liu
A tensor-based deep LSTM forecasting model capturing the intrinsic connection in multivariate time series. Appl. Intell. 53 (12) (2023)
Zhikai Li, Xiaoxuan Liu, Banghua Zhu, Zhen Dong, Qingyi Gu, Kurt Keutzer
QFT: Quantized Full-parameter Tuning of LLMs with Affordable Resources. CoRR (2023)
Yongming Wu, Zijun Fu, Xiaoxuan Liu, Yuan Bing
A hybrid stock market prediction model based on GNG and reinforcement learning. Expert Syst. Appl. 228 (2023)
Alvin Cheung, Maaz Bin Safeer Ahmad, Brandon Haynes, Chanwut Kittivorawong, Shadaj Laddad, Xiaoxuan Liu, Chenglong Wang, Cong Yan
Towards Auto-Generated Data Systems. Proc. VLDB Endow. 16 (12) (2023)
Paula Dhiman, Rebecca Whittle, Ben Van Calster, Marzyeh Ghassemi, Xiaoxuan Liu, Melissa D. McCradden, Karel G. M. Moons, Richard D. Riley, Gary S. Collins
The TRIPOD-P reporting guideline for improving the integrity and transparency of predictive analytics in healthcare through study protocols. Nat. Mac. Intell. 5 (8) (2023)
Xiaoxuan Liu, Shuxian Wang, Mengzhu Sun, Sicheng Pan, Ge Li, Siddharth Jha, Cong Yan, Junwen Yang, Shan Lu, Alvin Cheung
Leveraging Application Data Constraints to Optimize Database-Backed Web Applications. Proc. VLDB Endow. 16 (6) (2023)
Melissa D. McCradden, Oluwadara Odusi, Shalmali Joshi, Ismail Akrout, Kagiso Ndlovu, Ben Glocker, Gabriel Maicas, Xiaoxuan Liu, Mjaye Mazwi, Tee Garnett, Lauren Oakden-Rayner, Myrtede Alfred, Irvine Sihlahla, Oswa Shafei, Anna Goldenberg
What's fair is... fair? Presenting JustEFAB, an ethical framework for operationalizing medical ethics and social justice in the integration of clinical machine learning: JustEFAB. FAccT (2023)
Xiaoxuan Liu, Siddharth Jha, Chuyan Zhu, Zhuohan Li, Alvin Cheung
What is the State of Memory Saving for Model Training? CoRR (2023)
Xiaoxuan Liu, Shuxian Wang, Mengzhu Sun, Sharon Lee, Sicheng Pan, Joshua Wu, Cong Yan, Junwen Yang, Shan Lu, Alvin Cheung
Leveraging Application Data Constraints to Optimize Database-Backed Web Applications. CoRR (2022)
Akos Lada, Xiaoxuan Liu, Jens Rischbieth, Yi Wang, Yuwen Zhang
Long-run User Value Optimization in Recommender Systems through Content Creation Modeling. CoRR (2022)
Muhammad Farhan Mughal, Xiaoxuan Liu, Ming Ronnier Luo, Michael R. Pointer
A Comparative Study on the Perceived Attractiveness of Oriental and South Asian Faces. IEEE Access 10 (2022)
Viknesh Sounderajah, Melissa D. McCradden, Xiaoxuan Liu, Sherri Rose, Hutan Ashrafian, Gary S. Collins, James A. Anderson, Patrick M. Bossuyt, David Moher, Ara Darzi
Ethics methods are required as part of reporting guidelines for artificial intelligence in healthcare. Nat. Mach. Intell. 4 (4) (2022)
Xiaoxuan Liu, Lianmin Zheng, Dequan Wang, Yukuo Cen, Weize Chen, Xu Han, Jianfei Chen, Zhiyuan Liu, Jie Tang, Joey Gonzalez, Michael Mahoney, Alvin Cheung
GACT: Activation Compressed Training for General Architectures. CoRR (2022)
Xiaoxuan Liu, Lianmin Zheng, Dequan Wang, Yukuo Cen, Weize Chen, Xu Han, Jianfei Chen, Zhiyuan Liu, Jie Tang, Joey Gonzalez, Michael Mahoney, Alvin Cheung
GACT: Activation Compressed Training for Generic Network Architectures. ICML (2022)
Luis Oala, Andrew G. Murchison, Pradeep Balachandran, Shruti Choudhary, Jana Fehr, Alixandro Werneck Leite, Peter G. Goldschmidt, Christian Johner, Elora D. M. Schörverth, Rose Nakasi, Martin Meyer, Federico Cabitza, Pat Baird, Carolin Prabhu, Eva Weicken, Xiaoxuan Liu, Markus Wenzel, Steffen Vogler, Darlington Ahiale Akogo, Shada Alsalamah, Emre Kazim, Adriano S. Koshiyama, Sven Piechottka, Sheena Macpherson, Ian Shadforth, Regina Geierhofer, Christian Matek, Joachim Krois, Bruno Sanguinetti, Matthew Arentz, Pavol Bielik, Saúl Calderón Ramírez, Auss Abbood, Nicolas Langer, Stefan Haufe, Ferath Kherif, Sameer Pujari, Wojciech Samek, Thomas Wiegand
Machine Learning for Health: Algorithm Auditing & Quality Control. J. Medical Syst. 45 (12) (2021)
Xiaoxuan Liu, Changwei Huang, Haihong Li, Qionglin Dai, Junzhong Yang
The Combination of Pairwise and Group Interactions Promotes Consensus in Opinion Dynamics. Complex. 2021 (2021)
Samantha Pendleton, Luke T. Slater, Andreas Karwath, Rose M. Gilbert, Nicola Davis, Konrad Pesudovs, Xiaoxuan Liu, Alastair K. Denniston, Georgios V. Gkoutos, Tasanee Braithwaite
Development and application of the ocular immune-mediated inflammatory diseases ontology enhanced with synonyms from online patient support forum conversation. Comput. Biol. Medicine 135 (2021)
Edward Korot, Zeyu Guan, Daniel Ferraz, Siegfried K. Wagner, Gongyu Zhang, Xiaoxuan Liu, Livia Faes, Nikolas Pontikos, Samuel G. Finlayson, Hagar Khalid, Gabriella Moraes, Konstantinos Balaskas, Alastair K. Denniston, Pearse A. Keane
Code-free deep learning for multi-modality medical image classification. Nat. Mach. Intell. 3 (4) (2021)
Rui Peng, Ming Ronnier Luo, Mingkai Cao, Yuechen Zhu, Xiaoxuan Liu, Guoxiang Liu
Preferred skin reproduction centres for different skin groups. CIC (2020)
Huanchen Zhang, Xiaoxuan Liu, David G. Andersen, Michael Kaminsky, Kimberly Keeton, Andrew Pavlo
Order-Preserving Key Compression for In-Memory Search Trees. CoRR (2020)
Huanchen Zhang, Xiaoxuan Liu, David G. Andersen, Michael Kaminsky, Kimberly Keeton, Andrew Pavlo
Order-Preserving Key Compression for In-Memory Search Trees. SIGMOD Conference (2020)
Xiaoxuan Liu
Improved Collaborative Filtering Algorithm Based on Multi-dimensional Fusion Similarity. SmartIoT (2019)
Yuanyuan Zhao, Duole Feng, Le Yu, Yuqi Cheng, Meinan Zhang, Xiaoxuan Liu, Yidi Xu, Lei Fang, Zhiliang Zhu, Peng Gong
Long-Term Land Cover Dynamics (1986-2016) of Northeast China Derived from a Multi-Temporal Landsat Archive. Remote. Sens. 11 (5) (2019)
Xiaoxuan Liu, Wensheng Dai
A Study on the Belt and Road Investment-friendly Indexes. ICCMB (2019)
Xiaoxuan Liu, Godiva Veliganilao Reisenbichler
Trees of Knowledge: Designing with Artificial Intelligence in the Urban Landscape. AAAI Spring Symposia (2018)
Changjun Li, Xiaoxuan Liu, Kaida Xiao, Yoon Ji Cho, Ming Ronnier Luo
An Extension of CAM16 for Predicting Size Effect and New Colour Appearance Perceptions. CIC (2018)
Xiaoxuan Liu, Guohong Chai, Hongen Qu, Ning Lan
A sensory feedback system for prosthetic hand based on evoked tactile sensation. EMBC (2015)