LZ
Liang Zhao
cs.LGcs.AIcs.CLstat.MLcs.SIcs.CVdeep learningcs.HCmath.OCcs.CY
On Valency
published · living versionsW_gupj3vwm·v1 · currentpublished
'Beating the news' with EMBERS: Forecasting Civil Unrest using Open Source Indicators
with Naren Ramakrishnan, Patrick Butler, Sathappan Muthiah, Nathan Self +25
1 version
Preprints & journals
134 papers in the corpus · 2014–2026Saliency-Bench: A Comprehensive Benchmark for Evaluating Visual Explanations.42633391 · Zhang, Yifei, Song, James, Gu, Siyi et al.2026 · 13 citationsKDD : proceedings. International Conference on Knowledge Discovery & Data Mining. 2025;2025:5924-5935
LatentExplainer: Explaining Latent Representations in Deep Generative Models with Multimodal Large Language Models.42633407 · Zhu, Mengdan, Kanjiani, Raasikh, Lu, Jiahui et al.2026 · 2 citationsProceedings of the ... ACM International Conference on Information & Knowledge Management. ACM International Conference on Information and Knowledge Management. 2025;2025:4529-4538
Transferable Deep Clustering Model.42633423 · Zhang, Zheng, Zhao, Liang2026 · 1 citationProceedings of the ... ACM International Conference on Information & Knowledge Management. ACM International Conference on Information and Knowledge Management. 2025;2025:4273-4282
Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning.42633425 · Gao, Yuyang, Gu, Siyi, Jiang, Junji et al.2026 · 67 citationsACM computing surveys. 2024;56(7)
Why Only 3D for 3D? 2D-Guided Supervision for 3D Medical Vision-Language Models.42639496 · Zhao, Qilong, Qin, Ziyuan, Zhao, Liang2026 · 0 citationsKDD : proceedings. International Conference on Knowledge Discovery & Data Mining. 2026;2026(v 2):12997-13007
Scalable and Generalizable Analog Design via Learning Medicinal Chemistry Intuition from Matched Molecular Pair Transformations.42573396 · Pang, Hao-Wei, Zhang, Peter Zhiping, Pan, Bo et al.2026 · 0 citationsJournal of chemical information and modeling. 2026;66(15):8908-8922
Network Interdiction Goes Neural2405.16409v1 · Lei Zhang, Zhiqian Chen, Chang-Tien Lu et al.2024 · 3 citationsProc. 31st ACM SIGKDD Conf. on Knowledge Discovery and Data Mining (KDD 2025), pp. 3774-3785
LatentExplainer: Explaining Latent Representations in Deep Generative Models with Multimodal Large Language Models2406.14862v8 · Mengdan Zhu, Raasikh Kanjiani, Jiahui Lu et al.2024 · 2 citationsarXiv
From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems2503.01424v4 · Zekun Zhou, Xiaocheng Feng, Lei Huang et al.2025 · 5 citationsarXiv
SST: Multi-Scale Hybrid Mamba-Transformer Experts for Time Series Forecasting2404.14757v3 · Xiongxiao Xu, Canyu Chen, Yueqing Liang et al.2024 · 31 citationsarXiv
Seismic Intensity Prediction with a Low-Computational-Cost Transformer-Based Tracking Method.41157323 · Wang, Honglei, Bai, Zhixuan, Bai, Ruxue et al.2025 · 1 citationSensors (Basel, Switzerland). 2025;25(20)
GReF: A Unified Generative Framework for Efficient Reranking via Ordered Multi-token Prediction2510.25220v1 · Zhijie Lin, Zhuofeng Li, Chenglei Dai et al.2025 · 1 citationarXiv
Stabilizing MoE Reinforcement Learning by Aligning Training and Inference Routers2510.11370v2 · Wenhan Ma, Hailin Zhang, Liang Zhao et al.2025 · 0 citationsarXiv
Global-in-time convergence in infinity-ion-mass limit for bipolar Euler-Poisson equations2508.07704v1 · Zhongmin Qian, Liang Zhao, Shengguo Zhu2025 · 0 citationsarXiv
Identification of important objectives of networked system based on propagation characteristics.40619458 · Zhang, Jieyong, Liang, Wei, Sun, Peng et al.2025 · 0 citationsScientific reports. 2025;15(1):24119
GraphNarrator: Generating Textual Explanations for Graph Neural Networks2410.15268v2 · Bo Pan, Zhen Xiong, Guanchen Wu et al.2024 · 0 citationsarXiv
Towards Expressive Spectral-Temporal Graph Neural Networks for Time Series Forecasting.40031664 · Jin, Ming, Shi, Guangsi, Li, Yuan-Fang et al.2025 · 16 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(6):4926-4939
PolygonGNN: Representation Learning for Polygonal Geometries with Heterogeneous Visibility Graph2407.00742v2 · Dazhou Yu, Yuntong Hu, Yun Li et al.2024 · 13 citationsarXiv
On the cells and associated varieties of highest weight Harish-Chandra modules1909.00705v3 · Zhanqiang Bai, Yixin Bao, Zhao Liang et al.2019 · 0 citationsInternational Journal of Mathematics,2025
Saliency-Bench: A Comprehensive Benchmark for Evaluating Visual Explanations2310.08537v3 · Yifei Zhang, James Song, Siyi Gu et al.2023 · 13 citationsarXiv
Taxonomy Tree Generation from Citation Graph2410.03761v2 · Yuntong Hu, Zhuofeng Li, Zheng Zhang et al.2024 · 0 citationsarXiv
Towards Expressive Spectral-Temporal Graph Neural Networks for Time Series Forecasting2305.06587v3 · Ming Jin, Guangsi Shi, Yuan-Fang Li et al.2023 · 16 citationsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Network Tomography with Path-Centric Graph Neural Network2502.16430v1 · Yuntong Hu, Junxiang Wang, Liang Zhao2025 · 0 citationsarXiv
CG-RAG: Research Question Answering by Citation Graph Retrieval-Augmented LLMs2501.15067v1 · Yuntong Hu, Zhihan Lei, Zhongjie Dai et al.2025 · 8 citationsarXiv
Quantifying uncertainty in graph neural network explanations.38784676 · Jiang, Junji, Ling, Chen, Li, Hongyi et al.2025 · 6 citationsFrontiers in big data. 2024;7:1392662
Quality prediction of air-cured cigar tobacco leaf using region-based neural networks combined with visible and near-infrared hyperspectral imaging.39732746 · Yin, Jianxun, Wang, Jun, Jiang, Jian et al.2024 · 9 citationsScientific reports. 2024;14(1):31206
Political-LLM: Large Language Models in Political Science2412.06864v1 · Lincan Li, Jiaqi Li, Catherine Chen et al.2024 · 2 citationsarXiv
Visual Attention Prompted Prediction and Learning2310.08420v3 · Yifei Zhang, Siyi Gu, Bo Pan et al.2023 · 16 citationsarXiv
Cross-tissue Graph Attention Networks for Semi-supervised Gene Expression Prediction10.1101/2024.11.15.623881v1 · Wang, S., He, M., Qin, M. et al.2024 · 1 citationbioRxiv
Transferable Unsupervised Outlier Detection Framework for Human Semantic Trajectories2410.00054v2 · Zheng Zhang, Hossein Amiri, Dazhou Yu et al.2024 · 19 citationsarXiv
Representation Learning of Geometric Trees2408.08799v1 · Zheng Zhang, Allen Zhang, Ruth Nelson et al.2024 · 0 citationsarXiv
Motif-guided Heterogeneous Graph Deep Generation.39131594 · Ling, Chen, Yang, Carl, Zhao, Liang2024 · 6 citationsKnowledge and information systems. 2023;65(7):3099-3124
Distilling Large Language Models for Text-Attributed Graph Learning2402.12022v2 · Bo Pan, Zheng Zhang, Yifei Zhang et al.2024 · 14 citationsarXiv
GraphSL: An Open-Source Library for Graph Source Localization Approaches and Benchmark Datasets2405.03724v2 · Junxiang Wang, Liang Zhao2024 · 1 citationarXiv
Self-consistent Deep Geometric Learning for Heterogeneous Multi-source Spatial Point Data Prediction2407.00748v1 · Dazhou Yu, Xiaoyun Gong, Yun Li et al.2024 · 14 citationsarXiv
POND: Multi-Source Time Series Domain Adaptation with Information-Aware Prompt Tuning2312.12276v3 · Junxiang Wang, Guangji Bai, Wei Cheng et al.2023 · 6 citationsarXiv
TAGA: Text-Attributed Graph Self-Supervised Learning by Synergizing Graph and Text Mutual Transformations2405.16800v1 · Zheng Zhang, Yuntong Hu, Bo Pan et al.2024 · 1 citationarXiv
Source Localization for Cross Network Information Diffusion2404.14668v1 · Chen Ling, Tanmoy Chowdhury, Jie Ji et al.2024 · 4 citationsarXiv
Explaining latent representations of generative models with large multimodal models2402.01858v3 · Mengdan Zhu, Zhenke Liu, Bo Pan et al.2024 · 0 citationsarXiv
Toward Quantized Model Parallelism for Graph-Augmented MLPs Based on Gradient-Free ADMM Framework.37015438 · Wang, Junxiang, Li, Hongyi, Chai, Zheng et al.2024 · 6 citationsIEEE transactions on neural networks and learning systems. 2024;35(4):4491-4501
Functional Connectivity Prediction With Deep Learning for Graph Transformation.36037449 · Etemadyrad, Negar, Gao, Yuyang, Li, Qingzhe et al.2024 · 10 citationsIEEE transactions on neural networks and learning systems. 2024;35(4):4862-4875
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey2305.18703v7 · Chen Ling, Xujiang Zhao, Jiaying Lu et al.2023 · 143 citationsarXiv
Uncertainty Quantification for In-Context Learning of Large Language Models2402.10189v2 · Chen Ling, Xujiang Zhao, Xuchao Zhang et al.2024 · 21 citationsarXiv
Controllable Data Generation by Deep Learning: A Review2207.09542v6 · Shiyu Wang, Yuanqi Du, Xiaojie Guo et al.2022 · 31 citationsarXiv
Robust explanation supervision for false positive reduction in pulmonary nodule detection.38224306 · Zhao, Qilong, Chang, Chih-Wei, Yang, Xiaofeng et al.2024 · 9 citationsMedical physics. 2024;51(3):1687-1701
Dynamic identification of important nodes in complex networks based on the KPDN-INCC method.38461316 · Zhang, Jieyong, Zhao, Liang, Sun, Peng et al.2024 · 5 citationsScientific reports. 2024;14(1):5814
3DPFIX: Improving Remote Novices' 3D Printing Troubleshooting through Human-AI Collaboration2401.15877v2 · Nahyun Kwon, Tong Sun, Yuyang Gao et al.2024 · 13 citationsarXiv
Non-Euclidean Spatial Graph Neural Network2312.10808v2 · Zheng Zhang, Sirui Li, Jingcheng Zhou et al.2023 · 1 citationarXiv
Efficiently Disentangle Causal Representations2201.01942v2 · Yuanpeng Li, Joel Hestness, Mohamed Elhoseiny et al.2022 · 0 citationsarXiv
Staleness-Alleviated Distributed GNN Training via Online Dynamic-Embedding Prediction2308.13466v2 · Guangji Bai, Ziyang Yu, Zheng Chai et al.2023 · 3 citationsarXiv
Career total: 385 works. 134 are in this corpus.Showing the 50 most recent.
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