Out-of-distribution generalization enhances protein function annotation for low-homology sequences.

Hui Wan Hui Wan 0001 IBM Research, Yorktown Heights, NY, USA Hui Wan 0002 Mechanical Engineering College, Shijiazhuang, China Hui Wan 0003 University of California, Berkeley, CA, USA

Yiwei Fu Jiaxiao Chen Haoyu Lin Zhonghui Gu Qingqing Long Hui Wan Xiao Luo 0001 Minghua Deng Out-of-distribution generalization enhances protein function annotation for low-homology sequences. 2026 27 Briefings Bioinform. 3 https://doi.org/10.1093/bib/bbag243 db/journals/bib/bib27.html#FuCLGLWLD26 streams/journals/bib

Yanxin Li Hui Wan Libin Lan DCAU-Net: Differential Cross Attention and Channel-Spatial Feature Fusion for Medical Image Segmentation. ICIC (12) 2026 312-324 conf/icic/2026-12 https://doi.org/10.1007/978-981-92-3429-5_26 db/conf/icic/icic2026-12.html#LiWL26 streams/conf/icic

Hui Wan Libin Lan TAP-SLF: Parameter-Efficient Adaptation of Vision Foundation Models for Multi-Task Ultrasound Image Analysis. 2026 March abs/2603.00433 CoRR https://doi.org/10.48550/arXiv.2603.00433 db/journals/corr/corr2603.html#abs-2603-00433 streams/journals/corr

Yanxin Li Hui Wan Libin Lan DCAU-Net: Differential Cross Attention and Channel-Spatial Feature Fusion for Medical Image Segmentation. 2026 March abs/2603.09530 CoRR https://doi.org/10.48550/arXiv.2603.09530 db/journals/corr/corr2603.html#abs-2603-09530 streams/journals/corr

Shady E. Ahmed Hui Wan Saad Qadeer Panos Stinis Kezhen Chong Mohammad Taufiq Hassan Mozumder Kai Zhang Ann S. Almgren Assessing Emulator Design and Training for Modal Aerosol Microphysics Parameterizations in E3SMv2. 2026 April abs/2604.21233 CoRR https://doi.org/10.48550/arXiv.2604.21233 db/journals/corr/corr2604.html#abs-2604-21233 streams/journals/corr

Chen Gu Hui Wan Donghui Hu Hui Wang 0076 Zhuoer Gu PromptGraph: Graph-Guided Prompt Sanitization for Balancing Privacy and Utility in LLM Inference. 2026 July abs/2607.10709 CoRR https://doi.org/10.48550/arXiv.2607.10709 db/journals/corr/corr2607.html#abs-2607-10709 streams/journals/corr

Xinhua Lu Jingui Miao Qingji Xue Hui Wan Hao Zhang Camera Absolute Pose Estimation Using Hierarchical Attention in Multi-Scene. 19624-19634 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3531896 db/journals/access/access13.html#LuMXWZ25 streams/journals/access

Xiaomeng Li Yanjun Li Hui Wan Cong Wang Enhancing Byzantine robustness of federated learning via tripartite adaptive authentication. 121 2025 December 12 J. Big Data 1 https://doi.org/10.1186/s40537-025-01165-y db/journals/jbd/jbd12.html#LiLWW25 streams/journals/jbd

Jiayi Li Kexin Zhang Hui Wan Design of a Zero-Power Forest Fire Suppression Product Interaction System. 28-36 2025 HCI (3) https://doi.org/10.1007/978-3-031-93845-0_3 conf/hci/2025-3 db/conf/hci/hci2025-3.html#LiZW25 streams/conf/hci

Saad Qadeer Panos Stinis Hui Wan Stabilizing PDE-ML Coupled System. 2025 June abs/2506.19274 CoRR https://doi.org/10.48550/arXiv.2506.19274 db/journals/corr/corr2506.html#abs-2506-19274 streams/journals/corr

Rujun Han Yanfei Chen Zoey CuiZhu Lesly Miculicich Guan Sun Yuanjun Bi Weiming Wen Hui Wan Chunfeng Wen Solène Maître George Lee Vishy Tirumalashetty Emily Xue Zizhao Zhang Salem Haykal Burak Gokturk Tomas Pfister Chen-Yu Lee Deep Researcher with Test-Time Diffusion. 2025 July abs/2507.16075 CoRR https://doi.org/10.48550/arXiv.2507.16075 db/journals/corr/corr2507.html#abs-2507-16075 streams/journals/corr

Hui Wan Musu Yuan Yiwei Fu Minghua Deng Continually adapting pre-trained language model to universal annotation of single-cell RNA-seq data. 2024 25 Briefings Bioinform. 2 March https://doi.org/10.1093/bib/bbae047 https://www.wikidata.org/entity/Q128542287 db/journals/bib/bib25.html#WanYFD24 streams/journals/bib

Musu Yuan Hui Wan Zihao Wang Qirui Guo Minghua Deng SPANN: annotating single-cell resolution spatial transcriptome data with scRNA-seq data. 2024 March 25 Briefings Bioinform. 2 https://doi.org/10.1093/bib/bbad533 db/journals/bib/bib25.html#YuanWWGD24

Xinhua Lu Haobo Pan Lingxiao Zhang Li Ma Hui Wan A dual path hybrid neural network framework for remaining useful life prediction of aero-engine. 1795-1810 2024 June 40 Qual. Reliab. Eng. Int. 4 https://doi.org/10.1002/qre.3494 db/journals/qre/qre40.html#LuPZMW24 streams/journals/qre

Guohong Liu 0001 Liheng Lv Cong Wang 0035 Haoming Wang 0001 Hui Wan Lijing Yang 0001 Attention-Enhanced Actor-Critic Learning for Household Nonintrusive Load Monitoring. 14361-14370 2024 December 20 IEEE Trans. Ind. Informatics 12 https://doi.org/10.1109/TII.2024.3451504 db/journals/tii/tii20.html#LiuLWWWY24 streams/journals/tii

Hui Wan Hongkang Li Songtao Lu Xiaodong Cui Marina Danilevsky How Can Personalized Context Help? Exploring Joint Retrieval of Passage and Personalized Context. 9991-9995 2024 ICASSP https://doi.org/10.1109/ICASSP48485.2024.10447921 conf/icassp/2024 db/conf/icassp/icassp2024.html#WanLLCD24 Jian Zhu Yuping Ruan Jingfei Chang Wenhui Sun Hui Wan Jian Long Cheng Luo Deep Prompt Multi-task Network for Abuse Language Detection. 249-263 2024 ICPR (1) https://doi.org/10.1007/978-3-031-78107-0_16 conf/icpr/2024-1 db/conf/icpr/icpr2024-1.html#ZhuRCSWLL24 streams/conf/icpr Yanjun Li Xiaomeng Li 0004 Hui Wan Cong Wang 0035 Byzantine-Robust Federated Learning for Unreliable Environments by Random-Matching Verification and Credibility Table. 3-13 2024 SecureComm (1) https://doi.org/10.1007/978-3-031-94445-1_1 conf/securecomm/2024-1 db/conf/securecomm/securecomm2024-1.html#Li0W024

Guohong Liu 0001 Liheng Lv Cong Wang 0035 Xiaomeng Li 0004 Hui Wan Yanjun Li Zhe Chen 0031 Closed-Loop Learning for Accuracy Improvement of Nonintrusive Load Monitoring in Smart Homes. 1-4 2023 72 IEEE Trans. Instrum. Meas. https://doi.org/10.1109/TIM.2023.3306823 db/journals/tim/tim72.html#LiuLWLWLC23

Christopher J. Vogl Hui Wan Carol S. Woodward Quan M. Bui Numerical coupling of aerosol emissions, dry removal, and turbulent mixing in the E3SM Atmosphere Model version 1 (EAMv1), part II: a semi-discrete error analysis framework for assessing coupling schemes. 2023 abs/2306.04929 CoRR https://doi.org/10.48550/arXiv.2306.04929 db/journals/corr/corr2306.html#abs-2306-04929

Hui Wan Hongkang Li Songtao Lu Xiaodong Cui Marina Danilevsky How Can Context Help? Exploring Joint Retrieval of Passage and Personalized Context. 2023 abs/2308.13760 CoRR https://doi.org/10.48550/arXiv.2308.13760 db/journals/corr/corr2308.html#abs-2308-13760

Hui Wan Liang Chen Minghua Deng scNAME: neighborhood contrastive clustering with ancillary mask estimation for scRNA-seq data. 1575-1583 2022 38 Bioinform. 6 https://doi.org/10.1093/bioinformatics/btac011 db/journals/bioinformatics/bioinformatics38.html#WanCD22

Hui Wan Liang Chen Minghua Deng scEMAIL: Universal and Source-free Annotation Method for scRNA-seq Data with Novel Cell-type Perception. 939-958 2022 October 20 Genom. Proteom. Bioinform. 5 https://doi.org/10.1016/j.gpb.2022.12.008 db/journals/gpb/gpb20.html#WanCD22

Liang Chen Hui Wan Qiuyan He Shun He Minghua Deng Statistical Methods for Microbiome Compositional Data Network Inference: A Survey. 704-723 2022 29 J. Comput. Biol. 7 https://doi.org/10.1089/cmb.2021.0406 db/journals/jcb/jcb29.html#ChenWHHD22

Hui Wan Xianlun Tang Zhiqin Zhu Weisheng Li 0001 Multi-Focus Image Fusion Method Based on Multi-Scale Decomposition of Information Complementary. 1362 2021 23 Entropy 10 https://doi.org/10.3390/e23101362 db/journals/entropy/entropy23.html#WanTZL21

Hui Wan Xianlun Tang Zhiqin Zhu Bin Xiao 0002 Weisheng Li 0001 Multi-Focus Color Image Fusion Based on Quaternion Multi-Scale Singular Value Decomposition. 695960 2021 15 Frontiers Neurorobotics https://doi.org/10.3389/fnbot.2021.695960 https://www.wikidata.org/entity/Q112690642 db/journals/finr/finr15.html#WanTZXL21

Hui Wan Multi-task Learning with Multi-head Attention for Multi-choice Reading Comprehension. 2020 abs/2003.04992 CoRR https://arxiv.org/abs/2003.04992 db/journals/corr/corr2003.html#abs-2003-04992

Caroline Jay Robert Haines Daniel S. Katz Jeffrey C. Carver Sandra Gesing Steven R. Brandt James Howison Anshu Dubey James C. Phillips Hui Wan Matthew J. Turk The challenges of theory-software translation. 1192 2020 9 F1000Research https://doi.org/10.12688/f1000research.25561.1 https://www.wikidata.org/entity/Q102211508 db/journals/f1000research/f1000research9.html#JayHKCGBHDPWT20

Jens Mathis Rieckmann Hui Wan Fanchen Meng Social capital and its influence on the internationalisation strategy and process of Chinese SME from the manufacturing industry. 219-233 2019 33 Int. J. Manuf. Technol. Manag. 3/4 https://doi.org/10.1504/IJMTM.2019.10022688 db/journals/ijmtm/ijmtm33.html#RieckmannWM19

Deli Zhu Degang Yang Rong Hu Hui Wan 适于移动终端字符识别环境的自适应多阈值二值化方法 (Adaptive Multi-level Threshold Binaryzation Method for Optical Character Recognition in Mobile Environment). 315-320 2019 46 计算机科学 8 https://doi.org/10.11896/j.issn.1002-137X.2019.08.052 http://www.jsjkx.com/EN/10.11896/j.issn.1002-137X.2019.08.052 db/journals/jsjkx/jsjkx46.html#ZhuYHW19

Raymond R. Bond Maurice D. Mulvenna Hui Wan Dewar D. Finlay Alexander Wong Ansgar Koene Rob Brisk Jennifer Boger Tameem Adel Human Centered Artificial Intelligence: Weaving UX into Algorithmic Decision Making. 2-9 2019 RoCHI conf/rochi/2019 https://rochi.utcluj.ro/articole/7/RoCHI2019-Bond.pdf db/conf/rochi/rochi2019.html#BondMWFWKBBA19

Caroline Jay Robert Haines Daniel S. Katz Jeffrey C. Carver James C. Phillips Anshu Dubey Sandra Gesing Matthew Turk 0002 Hui Wan Hubertus Van Dam James Howison Vitali A. Morozov Steven R. Brandt Theory-Software Translation: Research Challenges and Future Directions. 2019 abs/1910.09902 CoRR http://arxiv.org/abs/1910.09902 db/journals/corr/corr1910.html#abs-1910-09902

Xianlun Tang Jiwei Yang Hui Wan A Hybrid SAE and CNN Classifier for Motor Imagery EEG Classification. 265-278 2018 CSOS (2) https://doi.org/10.1007/978-3-319-91189-2_26 conf/csoc/2018-2 db/conf/csoc/csoc2018-2.html#TangYW18 Anshu Dubey Hui Wan Methodology for building granular testing in multicomponent scientific software. 9-15 2018 SE4Science@ICSE https://doi.org/10.1145/3194747.3194751 https://ieeexplore.ieee.org/document/8449015 conf/icse/2018se4science db/conf/icse/se4science2018.html#DubeyW18 Hui Wan Decheng Kong Research on Innovation of Management Concept of Urban Underground Pipelines Based on Big-Knowledge-Thinking in the Big Data Era. 220-223 2017 ICBK https://doi.org/10.1109/ICBK.2017.1 https://doi.ieeecomputersociety.org/10.1109/ICBK.2017.1 conf/icbk/2017 db/conf/icbk/icbk2017.html#WanK17 Xiaoling Xu Lijuan Jia Tingting Xu Hui Wan Shunshoku Kanae Diffusion bias-compensated LMS estimation for multitask adaptive networks. 545-550 2015 CCA https://doi.org/10.1109/CCA.2015.7320686 conf/IEEEcca/2015 db/conf/IEEEcca/IEEEcca2015.html#XuJXWS15

Hui Wan Jing'an Cui Rich Dynamics of an Epidemic Model with Saturation Recovery. 2013 2013 J. Appl. Math. https://doi.org/10.1155/2013/314958 https://www.wikidata.org/entity/Q59005315 db/journals/jam/jam2013.html#WanC13 314958:1-314958:9

Ran Tao 0003 Hui Wan Yue Wang 0001 Artifact-Free Despeckling of SAR Images Using Contourlet. 980-984 2012 9 IEEE Geosci. Remote. Sens. Lett. 5 https://doi.org/10.1109/LGRS.2012.2187427 db/journals/lgrs/lgrs9.html#TaoWW12

Guoming Hu Zhenyu Hu Bin Jian Liping Liu Hui Wan On the Determination of the Damping Coefficient of Non-linear Spring-dashpot System to Model Hertz Contact for Simulation by Discrete Element Method. 984-988 2011 6 J. Comput. 5 http://www.jcomputers.us/index.php?m=content&c=index&a=show&catid=141&id=2522 https://doi.org/10.4304/jcp.6.5.984-988 db/journals/jcp/jcp6.html#HuHJLW11

Fangxing Li 0001 Wei Qiao 0001 Hongbin Sun 0002 Hui Wan Jianhui Wang 0001 Yan Xia Zhao Xu 0002 Pei Zhang 0010 Smart Transmission Grid: Vision and Framework. 168-177 2010 1 IEEE Trans. Smart Grid 2 https://doi.org/10.1109/TSG.2010.2053726 db/journals/tsg/tsg1.html#LiQSWWXXZ10

Tameem Adel Shady E. Ahmed Ann S. Almgren Yuanjun Bi Jennifer Boger Raymond R. Bond Steven R. Brandt Rob Brisk Quan M. Bui Jeffrey C. Carver Jingfei Chang Jiaxiao Chen Liang Chen Yanfei Chen Zhe Chen 0031 Kezhen Chong Jing'an Cui Xiaodong Cui Zoey CuiZhu Huub J. J. Van DamHubertus Van Dam Marina Danilevsky Minghua Deng Anshu Dubey Dewar D. Finlay Yiwei Fu Sandra Gesing Burak Gokturk Chen Gu Zhonghui Gu Zhuoer Gu Qirui Guo Robert Haines Rujun Han Salem Haykal Qiuyan He Shun He James Howison Donghui Hu Guoming Hu Rong Hu Zhenyu Hu Caroline Jay Lijuan Jia Bin Jian Shunshoku Kanae Daniel S. Katz Ansgar R. KoeneAnsgar Koene Decheng Kong Libin Lan Chen-Yu Lee George Lee Fangxing Li 0001 Hongkang Li Jiayi Li Weisheng Li 0001 Xiaomeng Li Xiaomeng Li 0004 Yanjun Li Yanxin Li Haoyu Lin Guohong Liu 0001 Li-Ping LiuLiping Liu Jian Long Qingqing Long Songtao Lu Xinhua Lu Cheng Luo Xiao Luo 0001 Liheng Lv Li Ma Solène Maître Fanchen Meng Jingui Miao Lesly Miculicich Vitali A. Morozov Mohammad Taufiq Hassan Mozumder Maurice D. Mulvenna Haobo Pan Tomas Pfister James C. Phillips Saad Qadeer Wei Qiao 0001 Jens Mathis Rieckmann Yuping Ruan Panagiotis StinisPanos Stinis Guan Sun Hongbin Sun 0002 Wenhui Sun Xianlun Tang Ran Tao 0003 Vishwanadh TirumalashettyVishy Tirumalashetty Matthew J. TurkMatthew Turk 0002 Christopher J. Vogl Cong Wang Cong Wang 0035 Haoming Wang 0001 Hui Wang 0076 Jianhui Wang 0001 Yue Wang 0001 Zihao Wang Chunfeng Wen Weiming Wen Alexander Wong Carol S. Woodward Yan Xia Bin Xiao 0002 Tingting Xu Xiaoling Xu Zhao Xu 0002 Emily Xue Qingji Xue Degang Yang Jiwei Yang Lijing Yang 0001 Musu Yuan Hao Zhang Kai Zhang Kexin Zhang Lingxiao Zhang Pei Zhang 0010 Zizhao Zhang Deli Zhu Jian Zhu Zhiqin Zhu