EnzyKPred: A Deep Multi-modal Model for Predicting Enzyme-Substrate Catalytic Constants.

Zhiyang Hu Qi Liu Zhiyang Hu Yansen Su Chun-Hou Zheng 0001 Dayu Tan EnzyKPred: A Deep Multi-modal Model for Predicting Enzyme-Substrate Catalytic Constants. ICIC (29) 2026 88-98 conf/icic/2026-29 https://doi.org/10.1007/978-981-92-3495-0_8 db/conf/icic/icic2026-29.html#LiuHSZT26 streams/conf/icic Boheng Li Junjie Wang 0007 Yiming Li 0004 Zhiyang Hu Leyi Qi Jianshuo Dong Run Wang 0001 Han Qiu 0001 Zhan Qin Tianwei Zhang 0004 DREAM: Scalable Red Teaming for Text-to-Image Generative Systems via Distribution Modeling. SP 2026 252-271 conf/sp/2026 https://doi.org/10.1109/SP63933.2026.00112 db/conf/sp/sp2026.html#LiWLHQDWQQZ26 streams/conf/sp

Zhiyang Hu Linqiang Pan Daijun Zhang Yannan Bin Yansen Su AEPMA: peptide-microbe association prediction based on autoevolutionary heterogeneous graph learning. 2025 July 26 Briefings Bioinform. 4 https://doi.org/10.1093/bib/bbaf334 db/journals/bib/bib26.html#HuPZBS25 streams/journals/bib

Yannan Bin Daijun Zhang Zhiyang Hu Chungui Xu Yansen Su Pepxml: ESM2-based extreme multilabel classification of pathogen-targeted antimicrobial peptides. 2025 26 Briefings Bioinform. 5 https://doi.org/10.1093/bib/bbaf548 db/journals/bib/bib26.html#BinZHXS25 streams/journals/bib

Jinhua Yin Peiru Yang Chen Yang Huili Wang Zhiyang Hu Shangguang Wang Yongfeng Huang 0001 Tao Qi Black-Box Membership Inference Attack for LVLMs via Prior Knowledge-Calibrated Memory Probing. 2025 NeurIPS http://papers.nips.cc/paper_files/paper/2025/hash/8fad1ce6d16f654936b98662fce84c5d-Abstract-Conference.html conf/nips/2025 db/conf/nips/neurips2025.html#YinYYWHWHQ25

Tao Qi Jinhua Yin Dongqi Cai 0001 Yueqi Xie Huili Wang Zhiyang Hu Peiru Yang Guoshun Nan Zhili Zhou 0001 Shangguang Wang Lingjuan Lyu Yongfeng Huang 0001 Nicholas Donald Lane Evidencing Unauthorized Training Data from AI Generated Content using Information Isotopes. 2025 March abs/2503.20800 CoRR https://doi.org/10.48550/arXiv.2503.20800 db/journals/corr/corr2503.html#abs-2503-20800 streams/journals/corr

Peiru Yang Xintian Li Zhiyang Hu Jiapeng Wang Jinhua Yin Huili Wang Lizhi He Shuai Yang Shangguang Wang Yongfeng Huang 0001 Tao Qi HeteRAG: A Heterogeneous Retrieval-augmented Generation Framework with Decoupled Knowledge Representations. 2025 April abs/2504.10529 CoRR https://doi.org/10.48550/arXiv.2504.10529 db/journals/corr/corr2504.html#abs-2504-10529 streams/journals/corr

Shuo Shao 0002 Yiming Li 0004 Mengren Zheng Zhiyang Hu Yukun Chen 0002 Boheng Li Yu He 0009 Junfeng Guo Tianwei Zhang 0004 Dacheng Tao Zhan Qin DATABench: Evaluating Dataset Auditing in Deep Learning from an Adversarial Perspective. 2025 July abs/2507.05622 CoRR https://doi.org/10.48550/arXiv.2507.05622 db/journals/corr/corr2507.html#abs-2507-05622 streams/journals/corr

Boheng Li Junjie Wang 0007 Yiming Li 0004 Zhiyang Hu Leyi Qi Jianshuo Dong Run Wang 0001 Han Qiu 0001 Zhan Qin Tianwei Zhang 0004 DREAM: Scalable Red Teaming for Text-to-Image Generative Systems via Distribution Modeling. 2025 July abs/2507.16329 CoRR https://doi.org/10.48550/arXiv.2507.16329 db/journals/corr/corr2507.html#abs-2507-16329 streams/journals/corr

Jinhua Yin Peiru Yang Chen Yang Huili Wang Zhiyang Hu Shangguang Wang Yongfeng Huang 0001 Tao Qi Black-Box Membership Inference Attack for LVLMs via Prior Knowledge-Calibrated Memory Probing. 2025 November abs/2511.01952 CoRR https://doi.org/10.48550/arXiv.2511.01952 db/journals/corr/corr2511.html#abs-2511-01952 streams/journals/corr

Yansen Su Zhiyang Hu Fei Wang 0095 Yannan Bin Chun-Hou Zheng 0001 Haitao Li 0004 Haowen Chen Xiangxiang Zeng AMGDTI: drug-target interaction prediction based on adaptive meta-graph learning in heterogeneous network. 2024 January 25 Briefings Bioinform. 1 https://doi.org/10.1093/bib/bbad474 db/journals/bib/bib25.html#SuHWBZLCZ24 streams/journals/bib

Zhiyang Hu Xing Yang 0004 Jiwen Zhao Haoqi Gao Haoli Xu Hua Mu Yangyang Wang Physically structured adversarial patch inspired by natural leaves multiply angles deceives infrared detectors. 102122 2024 36 J. King Saud Univ. Comput. Inf. Sci. 6 https://doi.org/10.1016/j.jksuci.2024.102122 db/journals/jksucis/jksucis36.html#HuYZGXMW24 streams/journals/jksucis

Borui Ye Shuo Yang Meiqi Zhu Binbin Hu Daixin Wang Zhiqiang Zhang 0012 Youqiang He Zhiyang Hu Huimei He Jun Zhou 0011 Granola: Graph Neural Network Tackling Tabular Data for Online Loan Default Prediction. 436-440 2024 DASFAA (7) https://doi.org/10.1007/978-981-97-5575-2_34 conf/dasfaa/2024-7 db/conf/dasfaa/dasfaa2024-7.html#YeYZHWZHHHZ24 streams/conf/dasfaa Dalong Zhang Xianzheng Song Zhiyang Hu Yang Li Miao Tao Binbin Hu Lin Wang 0098 Zhiqiang Zhang 0012 Jun Zhou 0011 InferTurbo: A Scalable System for Boosting Full-graph Inference of Graph Neural Network over Huge Graphs. 3235-3247 2023 ICDE https://doi.org/10.1109/ICDE55515.2023.00248 conf/icde/2023 db/conf/icde/icde2023.html#ZhangSHLTHWZZ23

Dalong Zhang Xianzheng Song Zhiyang Hu Yang Li Miao Tao Binbin Hu Lin Wang 0098 Zhiqiang Zhang 0012 Jun Zhou 0011 InferTurbo: A Scalable System for Boosting Full-graph Inference of Graph Neural Network over Huge Graphs. 2023 abs/2307.00228 CoRR https://doi.org/10.48550/arXiv.2307.00228 db/journals/corr/corr2307.html#abs-2307-00228

Binbin Hu Zhiyang Hu Zhiqiang Zhang 0012 Jun Zhou 0011 Chuan Shi 0001 KGNN: Distributed Framework for Graph Neural Knowledge Representation. 2022 abs/2205.08285 CoRR https://doi.org/10.48550/arXiv.2205.08285 db/journals/corr/corr2205.html#abs-2205-08285

Dalong Zhang Xin Huang Ziqi Liu Jun Zhou 0011 Zhiyang Hu Xianzheng Song Zhibang Ge Lin Wang 0098 Zhiqiang Zhang 0012 Yuan Qi 0001 AGL: A Scalable System for Industrial-purpose Graph Machine Learning. 3125-3137 2020 13 Proc. VLDB Endow. 12 http://www.vldb.org/pvldb/vol13/p3125-zhang.pdf https://doi.org/10.14778/3415478.3415539 db/journals/pvldb/pvldb13.html#ZhangHL0HSGWZ020

Dalong Zhang Xin Huang Ziqi Liu Zhiyang Hu Xianzheng Song Zhibang Ge Zhiqiang Zhang 0012 Lin Wang 0098 Jun Zhou 0011 Shuang Yang Yuan Qi 0001 AGL: a Scalable System for Industrial-purpose Graph Machine Learning. 2020 abs/2003.02454 CoRR https://arxiv.org/abs/2003.02454 db/journals/corr/corr2003.html#abs-2003-02454

Qinghua Wu 0004 Zhenyu Li 0001 Jianer Zhou Heng Jiang Zhiyang Hu Yunjie Liu 0002 Gaogang Xie SOFIA: toward service-oriented information centric networking. 12-18 2014 28 IEEE Netw. 3 https://doi.org/10.1109/MNET.2014.6843227 db/journals/network/network28.html#WuLZJHLX14

Yannan Bin Dongqi Cai 0001 Haowen Chen Yukun Chen 0002 Jianshuo Dong Haoqi Gao Zhibang Ge Junfeng Guo Huimei He Lizhi He Youqiang He Yu He 0009 Binbin Hu Xin Huang Yongfeng Huang 0001 Heng Jiang Nicholas D. LaneNicholas Donald Lane Boheng Li Haitao Li 0004 Xintian Li Yang Li Yiming Li 0004 Zhenyu Li 0001 Qi Liu Yunjie Liu 0002 Ziqi Liu Lingjuan Lyu Hua Mu Guoshun Nan Linqiang Pan Leyi Qi Tao Qi Yuan Qi 0001 Zhan Qin Han Qiu 0001 Shuo Shao 0002 Chuan Shi 0001 Xianzheng Song Yansen Su Dayu Tan Dacheng Tao Miao Tao Daixin Wang Fei Wang 0095 Huili Wang Jiapeng Wang Junjie Wang 0007 Lin Wang 0098 Run Wang 0001 Shangguang Wang Yangyang Wang Qinghua Wu 0004 Gaogang Xie Yueqi Xie Chun-Gui XuChungui Xu Haoli Xu Chen Yang Peiru Yang Shuai Yang Shuang Yang Shuo Yang Xing Yang 0004 Borui Ye Jinhua Yin Xiangxiang Zeng Daijun Zhang Dalong Zhang Tianwei Zhang 0004 Zhiqiang Zhang 0012 Jiwen Zhao Chun-Hou Zheng 0001 Mengren Zheng Jianer Zhou Jun Zhou 0011 Zhili Zhou 0001 Meiqi Zhu