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Xiaoxuan Liu
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2020 – today
- 2024
- [j19]Xiaoxuan Liu, James Reigle
, V. B. Surya Prasath
Artificial intelligence image-based prediction models in IBD exhibit high risk of bias: A systematic review. Comput. Biol. Medicine 171: 108093 (2024) - [j18]Xiaohe Li
Photogrammetry for Unconstrained Optical Satellite Imagery With Combined Neural Radiance Fields. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j17]Xiaoxuan Liu
A 180 fps WVGA CIS with 3.2e- TRN and dual-readout modes. Microelectron. J. 148: 106196 (2024) - [j16]Xiaoxuan Liu
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): 1993-2000 (2024) - [j15]Zhenrong Du
Dual Data- and Knowledge-Driven Land Cover Mapping Framework for Monitoring Annual and Near-Real-Time Changes. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j14]Wenhui Zhang, Yidan Zhang, Feilong Huang, Xiyu Qi, Lei Wang, Xiaoxuan Liu:
Negative-Core Sample Knowledge Distillation for Oriented Object Detection in Remote Sensing Image. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024) - [c10]Xiaoxuan Liu, Lanxiang Hu, Peter Bailis, Alvin Cheung, Zhijie Deng, Ion Stoica, Hao Zhang:
Online Speculative Decoding. ICML 2024 - [i13]Siddharth Jha, Coleman Hooper, Xiaoxuan Liu, Sehoon Kim, Kurt Keutzer:
Learned Best-Effort LLM Serving. CoRR abs/2401.07886 (2024) - [i12]Yao Lu, Song Bian, Lequn Chen
Computing in the Era of Large Generative Models: From Cloud-Native to AI-Native. CoRR abs/2401.12230 (2024) - [i11]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 abs/2404.14527 (2024) - [i10]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 abs/2405.17921 (2024) - [i9]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 abs/2406.14066 (2024) - [i8]Enze Zhu, Zhan Chen, Dingkai Wang, Hanru Shi, Xiaoxuan Liu, Lei Wang:
UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing Images. CoRR abs/2408.11545 (2024) - 2023
- [j13]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): 15873-15888 (2023) - [j12]Yongming Wu, Zijun Fu
A hybrid stock market prediction model based on GNG and reinforcement learning. Expert Syst. Appl. 228: 120474 (2023) - [j11]Mark P. Sendak
Editorial: Surfacing best practices for AI software development and integration in healthcare. Frontiers Digit. Health 5 (2023) - [j10]Paula Dhiman
The TRIPOD-P reporting guideline for improving the integrity and transparency of predictive analytics in healthcare through study protocols. Nat. Mac. Intell. 5(8): 816-817 (2023) - [j9]Xiaoxuan Liu, Shuxian Wang
Leveraging Application Data Constraints to Optimize Database-Backed Web Applications. Proc. VLDB Endow. 16(6): 1208-1221 (2023) - [j8]Alvin Cheung
Towards Auto-Generated Data Systems. Proc. VLDB Endow. 16(12): 4116-4129 (2023) - [c9]Melissa D. McCradden
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: 1505-1519 - [i7]Xiaoxuan Liu, Siddharth Jha, Chuyan Zhu, Zhuohan Li, Alvin Cheung
What is the State of Memory Saving for Model Training? CoRR abs/2303.14633 (2023) - [i6]Zhikai Li, Xiaoxuan Liu, Banghua Zhu, Zhen Dong, Qingyi Gu, Kurt Keutzer:
QFT: Quantized Full-parameter Tuning of LLMs with Affordable Resources. CoRR abs/2310.07147 (2023) - [i5]Xiaoxuan Liu, Lanxiang Hu, Peter Bailis, Ion Stoica, Zhijie Deng, Alvin Cheung, Hao Zhang:
Online Speculative Decoding. CoRR abs/2310.07177 (2023) - 2022
- [j7]Muhammad Farhan Mughal
A Comparative Study on the Perceived Attractiveness of Oriental and South Asian Faces. IEEE Access 10: 106415-106421 (2022) - [j6]Viknesh Sounderajah
Ethics methods are required as part of reporting guidelines for artificial intelligence in healthcare. Nat. Mach. Intell. 4(4): 316-317 (2022) - [c8]Xiaoxuan Liu, Lianmin Zheng, Dequan Wang, Yukuo Cen, Weize Chen, Xu Han, Jianfei Chen, Zhiyuan Liu, Jie Tang, Joey Gonzalez, Michael W. Mahoney, Alvin Cheung
GACT: Activation Compressed Training for Generic Network Architectures. ICML 2022: 14139-14152 - [i4]Akos Lada, Xiaoxuan Liu, Jens Rischbieth, Yi Wang, Yuwen Zhang:
Long-run User Value Optimization in Recommender Systems through Content Creation Modeling. CoRR abs/2204.11421 (2022) - [i3]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 abs/2205.02954 (2022) - [i2]Xiaoxuan Liu, Lianmin Zheng, Dequan Wang, Yukuo Cen, Weize Chen, Xu Han, Jianfei Chen, Zhiyuan Liu, Jie Tang, Joey Gonzalez, Michael W. Mahoney, Alvin Cheung
GACT: Activation Compressed Training for General Architectures. CoRR abs/2206.11357 (2022) - 2021
- [j5]Samantha C. Pendleton
Development and application of the ocular immune-mediated inflammatory diseases ontology enhanced with synonyms from online patient support forum conversation. Comput. Biol. Medicine 135: 104542 (2021) - [j4]Xiaoxuan Liu, Changwei Huang
The Combination of Pairwise and Group Interactions Promotes Consensus in Opinion Dynamics. Complex. 2021: 4382836:1-4382836:8 (2021) - [j3]Luis Oala
Machine Learning for Health: Algorithm Auditing & Quality Control. J. Medical Syst. 45(12): 105 (2021) - [j2]Edward Korot
Code-free deep learning for multi-modality medical image classification. Nat. Mach. Intell. 3(4): 288-298 (2021) - 2020
- [c7]Rui Peng, Ming Ronnier Luo, Mingkai Cao, Yuechen Zhu, Xiaoxuan Liu, Guoxiang Liu:
Preferred skin reproduction centres for different skin groups. CIC 2020: 109-113 - [c6]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: 1601-1615 - [i1]Huanchen Zhang, Xiaoxuan Liu, David G. Andersen, Michael Kaminsky, Kimberly Keeton, Andrew Pavlo:
Order-Preserving Key Compression for In-Memory Search Trees. CoRR abs/2003.02391 (2020)
2010 – 2019
- 2019
- [j1]Yuanyuan Zhao
Long-Term Land Cover Dynamics (1986-2016) of Northeast China Derived from a Multi-Temporal Landsat Archive. Remote. Sens. 11(5): 599 (2019) - [c5]Xiaoxuan Liu, Wensheng Dai:
A Study on the Belt and Road Investment-friendly Indexes. ICCMB 2019: 8-13 - [c4]Xiaoxuan Liu:
Improved Collaborative Filtering Algorithm Based on Multi-dimensional Fusion Similarity. SmartIoT 2019: 440-443 - 2018
- [c3]Xiaoxuan Liu, Godiva Veliganilao Reisenbichler:
Trees of Knowledge: Designing with Artificial Intelligence in the Urban Landscape. AAAI Spring Symposia 2018 - [c2]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: 264-267 - 2015
- [c1]Xiaoxuan Liu, Guohong Chai, Hongen Qu, Ning Lan:
A sensory feedback system for prosthetic hand based on evoked tactile sensation. EMBC 2015: 2493-2496
Coauthor Index
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last updated on 2024-12-01 00:16 CET by the dblp team
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