| 2026 | AAAI | Sample Weighted Incomplete Multimodal Clustering Based on Graph Coarsening Label Extraction. | Zhenjiao Liu, Xue Xiao, Yao Chen, Jiao Xue, Shubin Ma, Liang Zhao |
| 2026 | AAAI | RiemanLine: Riemannian Manifold Representation of 3D Lines for Factor Graph Optimization. | Yan Li, Ze Yang, Keisuke Tateno, Federico Tombari, Liang Zhao, Gim Hee Lee |
| 2026 | AAAI | CasMoE: A Cascaded Framework for Efficient MoE Inference on Resource-constrained Devices. | Chengcheng Wang, Haowen He, Liang Zhao, Xiaoheng Deng, Lixin Duan, Shaohua Wan |
| 2026 | AAAI | KNNDA: A New Perspective of Alignment Recovery for Partially View-Aligned Clustering. | Liang Zhao, Tianqi Yue, Shubin Ma, Ziyue Wang, Zhiyuan Liu, Bo Xu |
| 2026 | ACL | Spatial-Agent: Agentic Geo-spatial Reasoning with Scientific Core Concepts. | Riyang Bao, Cheng Yang, Dazhou Yu, Zhexiang Tang, Gengchen Mai, Liang Zhao |
| 2026 | ACL | PRIME: A Process-Outcome Alignment Benchmark for Verifiable Reasoning in Mathematics and Engineering. | Xiangfeng Wang, Hangyu Guo, Yanlin Lai, Mitt Huang, Liang Zhao, Chengyuan Yao, Yinmin Zhang, Qi Han, Xiaoxiao Ren, Chun Yuan, Tong Xu, Zheng Ge, Xiangyu Zhang, Daxin Jiang |
| 2026 | ACL | Spatial-RAG: Spatial Retrieval Augmented Generation for Real-World Geospatial Reasoning Questions. | Dazhou Yu, Riyang Bao, Ruiyu Ning, Jinghong Peng, Gengchen Mai, Liang Zhao |
| 2026 | ACL | Question Tells You Where the Answer Is: Intention-aware Long-Context KV Cache Compression. | Liang Zhao, Xiaocheng Feng, Weihong Zhong, Lei Huang, Kun Zhu, Baoxin Wang, Dayong Wu, Guoping Hu, Ting Liu, Bing Qin |
| 2026 | CAV | ATKVerifier: Adaptive Top-K Constraints for Tighter Verification of Semantic Segmentation Networks. | Yuehao Liu, Cong Tian, Yansong Dong, Liang Zhao, Chao Huang, Wensheng Wang |
| 2026 | CHI | When Verse Listens Back: Classical Chinese Poetry as a Culturally Grounded Medium for Multimodal AI-Guided Emotional Support. | Yangming Zhang, Zhiqian Li, Bin Wu, Qi Li, Jie Xu, Yunpeng Song, Liang Zhao |
| 2026 | CHI | Self-help or Guided? Comparing Interaction Strategies in Gratitude Journaling Interventions for Better Mental Well-being. | Liang Zhao, Bokai Chen, Weiwei Zheng, Feng Yu, Qi Li |
| 2026 | DATE | DS-CIM: Digital Stochastic Computing-In-Memory Featuring Accurate OR-Accumulation via Sample Region Remapping for Edge AI Models. | Kunming Shao, Liang Zhao, Jiangnan Yu, Zhipeng Liao, Xiaomeng Wang, Yi Zou, Tim Kwang-Ting Cheng, Chi-Ying Tsui |
| 2026 | INFOCOM | Overhead Minimization of STAR-RIS-Enhanced UAV-Assisted Maritime MEC Systems via DRL. | Wencai Li, Liang Zhao, Xingwang Li, Shouzhi Xu, Victor C. M. Leung |
| 2026 | INFOCOM | Latency Minimization-Oriented Offloading and Path Optimization for UAV-based Smart Grid Inspection. | Jun Li, Liang Zhao, Ke Wang, Liping Fan, Victor C. M. Leung |
| 2026 | ISCAS | A Low-Power Resonate-and-Fire Neuron with Adaptive Refractory Control for RRAM-Based Neuromorphic Computing. | Xu Cheng Yong, Ruiqi Ma, Tianze Wu, Ruolun Li, Yanze Xu, Zhichao Tan, Liang Zhao |
| 2026 | IWCMC | Intelligent Dynamic Resource Allocation for Edge-IoT Systems Using Neural Networks. | Amar Almaini, Jakob Folz, Ahmed Yassin Al-Dubai, Albert Y. Zomaya, Ammar Hawbani, Liang Zhao |
| 2026 | IWCMC | Neuromorphic Federated Continual Learning: A Spiking Neural Network Approach. | Manh V. Nguyen, Liang Zhao, Shaoen Wu |
| 2026 | IWCMC | Collaborative Fault Tolerance Computing for Emergency Tasks in Lunar Radiation Environment. | Deyu Zhang, Liang Zhao, Ammar Hawbani, Zhiyuan Tan, Zhi Liu, Daniele Tarchi |
| 2026 | WCNC | Stackelberg-Contract-Based Dependent Task Offloading and Resource Pricing in PVEC Networks. | Liang Zhao, Yiwen Zhang, Shurui Peng, Zilong Bai, Rui Chen, Victor C. M. Leung |
| 2026 | VLSID | Hardware Trojan Detection and Interpretation Using Graph Neural Networks. | Jayanth Thangellamudi, Negar Etemadyrad, Liang Zhao, Sai Manoj P. D. |
| 2026 | WSDM | Network Tomography with Path-Centric Graph Neural Network. | Yuntong Hu, Junxiang Wang, Liang Zhao |
| 2025 | AAAI | Incomplete and Unpaired Multi-View Graph Clustering with Cross-View Feature Fusion. | Liang Zhao, Ziyue Wang, Xiao Wang, Zhikui Chen, Bo Xu |
| 2025 | ACL | Alleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning. | Lei Huang, Xiaocheng Feng, Weitao Ma, Yuchun Fan, Xiachong Feng, Yuxuan Gu, Yangfan Ye, Liang Zhao, Weihong Zhong, Baoxin Wang, Dayong Wu, Guoping Hu, Lingpeng Kong, Tong Xiao, Ting Liu, Bing Qin |
| 2025 | ACL | GraphNarrator: Generating Textual Explanations for Graph Neural Networks. | Bo Pan, Zhen Xiong, Guanchen Wu, Zheng Zhang, Yifei Zhang, Yuntong Hu, Liang Zhao |
| 2025 | ACL | Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention. | Jingyang Yuan, Huazuo Gao, Damai Dai, Junyu Luo, Liang Zhao, Zhengyan Zhang, Zhenda Xie, Yuxing Wei, Lean Wang, Zhiping Xiao, Yuqing Wang, Chong Ruan, Ming Zhang, Wenfeng Liang, Wangding Zeng |
| 2025 | ADMA | Code Quality and Difficulty Aware Programming Knowledge Tracing. | Jiajia Li, Yuxi Zhu, Yifei Zhang, Cunqian Yu, Liang Zhao, Fang Liu |
| 2025 | CIKM | Transferable Deep Clustering Model. | Zheng Zhang, Liang Zhao |
| 2025 | CIKM | TAGA: Text-Attributed Graph Self-Supervised Learning by Synergizing Graph and Text Mutual Transformations. | Zheng Zhang, Yuntong Hu, Bo Pan, Chen Ling, Liang Zhao |
| 2025 | CIKM | GReF: A Unified Generative Framework for Efficient Reranking via Ordered Multi-token Prediction. | Zhijie Lin, Zhuofeng Li, Chenglei Dai, Wentian Bao, Shuai Lin, Enyun Yu, Haoxiang Zhang, Liang Zhao |
| 2025 | CIKM | SST: Multi-Scale Hybrid Mamba-Transformer Experts for Time Series Forecasting. | Xiongxiao Xu, Canyu Chen, Yueqing Liang, Baixiang Huang, Guangji Bai, Liang Zhao, Kai Shu |
| 2025 | CIKM | LatentExplainer: Explaining Latent Representations in Deep Generative Models with Multimodal Large Language Models. | Mengdan Zhu, Raasikh Kanjiani, Jiahui Lu, Andrew Choi, Qirui Ye, Liang Zhao |
| 2025 | CVPR | JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation. | Yiyang Ma, Xingchao Liu, Xiaokang Chen, Wen Liu, Chengyue Wu, Zhiyu Wu, Zizheng Pan, Zhenda Xie, Haowei Zhang, Xingkai Yu, Liang Zhao, Yisong Wang, Jiaying Liu, Chong Ruan |
| 2025 | DAC | MambaOPU: An FPGA Overlay Processor for State-space-duality-based Mamba Models. | Shaoqiang Lu, Xuliang Yu, Tiandong Zhao, Siyuan Miao, Xinsong Sheng, Chen Wu, Liang Zhao, Ting-Jung Lin, Lei He |
| 2025 | DAC | FeKAN: Efficient Kolmogorov-Arnold Networks Accelerator Using FeFET-based CAM and LUT. | Xuliang Yu, Yu Qian, Xunzhao Yin, Cheng Zhuo, Liang Zhao |
| 2025 | DASFAA | Enabling Efficient and Authenticated Trajectory Similarity Retrieval on Blockchain-Assisted Cloud. | Yiping Teng, Haochun Pan, Jiajia Li, Yuyao Tang, Chunlong Fan, Liang Zhao |
| 2025 | EMNLP | CLaw: Benchmarking Chinese Legal Knowledge in Large Language Models - A Fine-grained Corpus and Reasoning Analysis. | Xinzhe Xu, Liang Zhao, Hongshen Xu, Chen Chen |
| 2025 | EMNLP | From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems. | Zekun Zhou, Xiaocheng Feng, Lei Huang, Xiachong Feng, Ziyun Song, Ruihan Chen, Liang Zhao, Weitao Ma, Yuxuan Gu, Baoxin Wang, Dayong Wu, Guoping Hu, Ting Liu, Bing Qin |
| 2025 | GLOBECOM | Covert Communication in Symbiotic Radio System. | Lulu Guan, Rui Chen, Liang Zhao |
| 2025 | GLOBECOM | Exposed in the Pool: An Analysis of IPv6 NTP Server Scanning Activities. | Liang Zhao, Satoru Kobayashi, Kensuke Fukuda |
| 2025 | ICASSP | Probabilistic Person-in-Bed Detection Using Accelerometer Signals. | Kaite Shi, Jiayi Gao, Yi Zhou, Xuliang Yu, Liang Zhao |
| 2025 | ICIP | Enhanced Frame Context Initialization for Video Coding Beyond AV1. | Madhu Peringassery Krishnan, Liang Zhao, Zhipeng Dong, Tianqi Liu, Wei Kuang, Minhao Tang, Shan Liu |
| 2025 | ICIP | Hardware Friendly Multi-Hypothesis Cross Component Prediction. | Tianqi Liu, Liang Zhao, Madhu Peringassery Krishnan, Shan Liu, Jing Ye, Minhao Tang |
| 2025 | ICIP | Extension of Semi-Decoupled Partitioning in Inter Frames. | Liang Zhao, Madhu Peringassery Krishnan, Shan Liu, Jayasingam Adhuran, Minhao Tang, Jianle Chen, Urvang Joshi, Mohammed Golam Sarwer, Debargha Mukerjee |
| 2025 | ICLR | Unhackable Temporal Reward for Scalable Video MLLMs. | En Yu, Kangheng Lin, Liang Zhao, Yana Wei, Zining Zhu, Haoran Wei, Jianjian Sun, Zheng Ge, Xiangyu Zhang, Jingyu Wang, Wenbing Tao |
| 2025 | ICLR | PolyhedronNet: Representation Learning for Polyhedra with Surface-attributed Graph. | Dazhou Yu, Genpei Zhang, Liang Zhao |
| 2025 | ICML | Perception in Reflection. | Yana Wei, Liang Zhao, Kangheng Lin, En Yu, Yuang Peng, Runpei Dong, Jianjian Sun, Haoran Wei, Zheng Ge, Xiangyu Zhang, Vishal M. Patel |
| 2025 | ICPADS | ConSFL: A Lightweight Contrastive Learning-Driven Split Federated Learning for Heterogeneous LEO Constellations. | Hengzhong Du, Liang Zhao, Ammar Hawbani, Redhwan Algabri, Zhi Liu, Qiang He |
| 2025 | ICPADS | FedKDC: Toward Efficient Federated Learning via Knowledge Distillation and Data Compression for Heterogeneous Devices. | Yuqian He, Deng Meng, Huan Zhou, Zhenning Wang, Liang Zhao, Xinggang Fan |
| 2025 | ICPADS | BFAE-Net: Behavior Feature Aggregation Enhancement Module for Effective Action Recognition in Infrared Videos. | Jinlong Liu, Jinjiu Liu, Naji Alhusaini, Liang Zhao, Amar N. Alsheavi |
| 2025 | ICPADS | Cachemigrate: Efficient Cache Migration for Load Balancing in Distributed Key-Value Storage Systems. | Xianda Meng, Ammar Hawbani, Jiangyuan Chen, Abdulbary Naji, Liang Zhao |
| 2025 | IJCAI | Neuron Similarity-Based Neural Network Verification via Abstraction and Refinement. | Yuehao Liu, Yansong Dong, Liang Zhao, Wensheng Wang, Cong Tian |
| 2025 | IJCAI | Consistency-Aware Padding for Incomplete Multi-Modal Alignment Clustering Based on Self-Repellent Greedy Anchor Search. | Shubin Ma, Liang Zhao, Mingdong Lu, Yifan Guo, Bo Xu |
| 2025 | IJCAI | EchoGPT: An Interactive Cardiac Function Assessment Model for Echocardiogram Videos. | Bo Xu, Quanhao Zhu, Qingchen Zhang, Mengmeng Wang, Liang Zhao, Hongfei Lin, Jing Ren, Feng Xia |
| 2025 | IJCAI | CSF-GAN: Cross-modal Semantic Fusion-based Generative Adversarial Network for Text-guided Image Inpainting. | Shilin Zhang, Suixue Wang, Qingchen Zhang, Liang Zhao, Weiliang Huo, Sijia Hou, Chunjiang Fu |
| 2025 | IJCAI | Dual Robust Unbiased Multi-View Clustering for Incomplete and Unpaired Information. | Liang Zhao, Ziyue Wang, Chuanye He, Qingchen Zhang, Bo Xu |
| 2025 | IJCNN | Attention to EEG signals: a transformer-based architecture for the prognosis of patients in coma. | Joo L. M. Barbosa, Murillo G. Carneiro, Srgio Baldo Jnior, Renato Tins, Donghong Ji, Liang Zhao, Joo-Batista Destro-Filho |
| 2025 | ICRA | Partial-to-Full Registration based on Gradient-SDF for Computer-Assisted Orthopedic Surgery. | Tiancheng Li, Peter Walker, Danial Hammoud, Liang Zhao, Shoudong Huang |
| 2025 | IJCNN | CRoCExplainer: A Tool to Explain Graph Learning with Improved Connectedness Representation. | Yanghepu Li, Liang Zhao |
| 2025 | INFOCOM | IoVSL: An IoV Anomaly Detection Method Using Split Learning with the Open-Source Large Language Model. | Jinhui Cao, Xiaoqiang Di, Hui Qi, Jinqing Li, Huamin Yang, Pengfei Hu, Liang Zhao |
| 2025 | IROS | Self-supervised 3D Reconstruction of Tibia and Fibula from Biplanar X-rays. | Kai Pan, Yanhao Zhang, Liang Zhao, Shoudong Huang |
| 2025 | IROS | EDeformNet: Estimating Fishing Net Deformations from Sparse Observations. | Isira D. Wijegunawardana, Jaime Valls Mir, Iaki Quincoces, Liang Zhao, Shoudong Huang |
| 2025 | IROS | PL-VIWO: A Lightweight and Robust Point-Line Monocular Visual Inertial Wheel Odometry. | Zhixin Zhang, Wenzhi Bai, Liang Zhao, Pawel Ladosz |
| 2025 | IROS | Correspondence-Free Multiview Point Cloud Registration via Depth-Guided Joint Optimisation. | Yiran Zhou, Yingyu Wang, Shoudong Huang, Liang Zhao |
| 2025 | ICTAI | AccelMD: A Self-Adaptive AI-Enabled Framework for Accelerating Molecular Dynamics Simulations. | Kazi Fahim Ahmad Nasif, Bobin Deng, Lingtao Chen, Yixin Xie, Shaolei Teng, Jiang Li, Liang Zhao, Syed Md Shamsul Alam, Nobel Dhar, Kun Suo, Dan Chia-Tien Lo |
| 2025 | ISCAS | A Flexible Precision Scaling Deep Neural Network Accelerator with Efficient Weight Combination. | Liang Zhao, Kunming Shao, Fengshi Tian, Kwang-Ting (Tim) Cheng, Chi-Ying Tsui, Yi Zou |
| 2025 | ISLPED | DIRC-RAG: Accelerating Edge RAG with Robust High-Density and High-Loading-Bandwidth Digital In-ReRAM Computation. | Kunming Shao, Zhipeng Liao, Jiangnan Yu, Liang Zhao, Qiwei Li, Xijie Huang, Jingyu He, Fengshi Tian, Yi Zou, Xiaomeng Wang, Kwang-Ting (Tim) Cheng, Chi-Ying Tsui |
| 2025 | IWCMC | Efficient Downward Routing in IoT Networks: A Novel Leaf-Centric Mode for RPL. | Baraq Ghaleb, Ahmed Yassin Al-Dubai, Khaled El-Zayyat, Ammar Hawbani, Liang Zhao, Jawad Ahmad |
| 2025 | KDD | Saliency-Bench: A Comprehensive Benchmark for Evaluating Visual Explanations. | Yifei Zhang, James Song, Siyi Gu, Tianxu Jiang, Bo Pan, Guangji Bai, Liang Zhao |
| 2025 | KDD | Network Interdiction Goes Neural. | Lei Zhang, Zhiqian Chen, Chang-Tien Lu, Liang Zhao |
| 2025 | KDD | An Instructible Chemist-AI Alignment Framework for Generating Quaternary Ammonium Compound Structures. | Bo Pan, Shiva Ghaemi, Amanda J. Consylman, Zihao Zhao, Ashley Ann Petersen, Alice Wu, Gabriel Chang, Diana McDonough, Mark A. Forman, Elise L. Bezold, William M. Wuest, Kevin Minbiole, Liang Zhao, Amarda Shehu |
| 2025 | MASS | FL-SNNs: Benchmarking the Byzantine-Robustness of Uniquely-Shaped Surrogate Gradients. | Manh V. Nguyen, Liang Zhao, Bobin Deng, Shaoen Wu |
| 2025 | NAACL | FedSpaLLM: Federated Pruning of Large Language Models. | Guangji Bai, Yijiang Li, Zilinghan Li, Liang Zhao, Kibaek Kim |
| 2025 | NAACL | GRAG: Graph Retrieval-Augmented Generation. | Yuntong Hu, Zhihan Lei, Zheng Zhang, Bo Pan, Chen Ling, Liang Zhao |
| 2025 | NPC | A Semi-Decoupled VLM Planner with a Memory Mechanism for Autonomous Driving. | Yibo Wang, Liang Zhao, Ammar Hawbani, Saeed Hamood Alsamhi, Zhi Liu, Qiang He |
| 2025 | VTC | Sparsified Federated Learning With Spiking Neural Networks: Resistance Against Byzantine Attacks While Lowering Communication Traffics. | Manh V. Nguyen, Liang Zhao, Bobin Deng, Shaoen Wu |
| 2025 | SIGIR | CG-RAG: Research Question Answering by Citation Graph Retrieval-Augmented LLMs. | Yuntong Hu, Zhihan Lei, Zhongjie Dai, Allen Zhang, Abhinav Angirekula, Zheng Zhang, Liang Zhao |
| 2025 | TrustCom | A Zero-Trust Empowered Continuous Authentication System for Drivers: Integrating Federated Learning with Conditional Transformer GAN. | Lina Ge, Zhipeng Cao, Ming Jiang, Liang Zhao |
| 2025 | TrustCom | Adaptive Cooperative Spectrum Sharing in HSTNs with Hardware Impairments and Realistic Fading for Enhanced Reliability. | Areeb Saldin, Ammar Hawbani, Yunchong Guan, Yunhe Sun, Saeed Hamood Alsamhi, Liang Zhao |
| 2025 | TrustCom | VLAH: A Lightweight and Verifiable Framework for Approximate Nearest Neighbor Search in High-Dimensional Space. | Yiping Teng, Yuyao Tang, Gang Wang, Shiqing Wang, Changze Li, Liang Zhao |
| 2025 | VCIP | Low latency scheme for semi decoupled tree partition in AVM. | Jayasingam Adhuran, Liang Zhao, Madhu Peringassery Krishnan, Tianqi Liu, Qingyang Zhou, Shan Liu |
| 2025 | VCIP | Lossless Coding Improvement beyond AV1. | Tianqi Liu, Liang Zhao, Madhu Peringassery Krishnan, Shan Liu, Minhao Tang |
| 2025 | VCIP | Improved Intra Block Copy Mode Beyond AV1. | Qingyang Zhou, Liang Zhao, Wei Kuang, Madhu Peringassery Krishnan, Tianqi Liu, Jayasingam Adhuran, Shan Liu |
| 2025 | SDM | Staleness-Alleviated Distributed GNN Training via Online Dynamic-Embedding Prediction. | Guangji Bai, Ziyang Yu, Zheng Chai, Yue Cheng, Liang Zhao |
| 2024 | ACL | ELAD: Explanation-Guided Large Language Models Active Distillation. | Yifei Zhang, Bo Pan, Chen Ling, Yuntong Hu, Liang Zhao |
| 2024 | ACL | Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models. | Weihong Zhong, Xiaocheng Feng, Liang Zhao, Qiming Li, Lei Huang, Yuxuan Gu, Weitao Ma, Yuan Xu, Bing Qin |
| 2024 | AISTATS | MIM-Reasoner: Learning with Theoretical Guarantees for Multiplex Influence Maximization. | Nguyen Hoang Khoi Do, Tanmoy Chowdhury, Chen Ling, Liang Zhao, My T. Thai |
| 2024 | ASPDAC | ConvFIFO: A Crossbar Memory PIM Architecture for ConvNets Featuring First-In-First-Out Dataflow. | Liang Zhao, Yu Qian, Fanzi Meng, Xiapeng Xu, Xunzhao Yin, Cheng Zhuo |
| 2024 | CIKM | Unifying Spectral and Spatial Graph Neural Networks. | Zhiqian Chen, Lei Zhang, Liang Zhao |
| 2024 | CIKM | Distilling Large Language Models for Text-Attributed Graph Learning. | Bo Pan, Zheng Zhang, Yifei Zhang, Yuntong Hu, Liang Zhao |
| 2024 | CSCWD | A Stackelberg Game-based Wireless Powered Federated Learning. | Jianmeng Guo, Huan Zhou, Xuxun Liu, Liang Zhao, Victor C. M. Leung |
| 2024 | ECCV | Vary: Scaling up the Vision Vocabulary for Large Vision-Language Model. | Haoran Wei, Lingyu Kong, Jinyue Chen, Liang Zhao, Zheng Ge, Jinrong Yang, Jianjian Sun, Chunrui Han, Xiangyu Zhang |
| 2024 | ECCV | Merlin: Empowering Multimodal LLMs with Foresight Minds. | En Yu, Liang Zhao, Yana Wei, Jinrong Yang, Dongming Wu, Lingyu Kong, Haoran Wei, Tiancai Wang, Zheng Ge, Xiangyu Zhang, Wenbing Tao |
| 2024 | EMNLP | Advancing Large Language Model Attribution through Self-Improving. | Lei Huang, Xiaocheng Feng, Weitao Ma, Liang Zhao, Yuchun Fan, Weihong Zhong, Dongliang Xu, Qing Yang, Hongtao Liu, Bing Qin |
| 2024 | EMNLP | Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding. | Liang Zhao, Xiachong Feng, Xiaocheng Feng, Weihong Zhong, Dongliang Xu, Qing Yang, Hongtao Liu, Bing Qin, Ting Liu |
| 2024 | HIC | GratitudeGuider: A Smart Positive Psychological Intervention System for Mental Wellbeing. | Liang Zhao, Weiwei Zheng, Zihan Zeng, Bokai Chen, Qi Li, Xin Wang, Lei Cao, Feng Yu |
| 2024 | HPCC | Dependent Task Offloading and Resource Allocation in Satellite Edge Computing Networks. | Yuhang Liu, Liang Zhao, Ammar Hawbani, Yunhe Sun |
| 2024 | ICARCV | Efficient and Accurate Template-based Reconstruction of Deformable Surfaces. | Dominik Slomma, Shoudong Huang, Liang Zhao |
| 2024 | ICCAD | AESHA: Accelerating Eigen-decomposition-based Sparse Transformer with Hybrid RRAM-SRAM Architecture. | Xuliang Yu, Tianwei Ni, Xinsong Sheng, Yun Pan, Lei He, Liang Zhao |
| 2024 | ICDM | Zero-Shot Link Prediction in Knowledge Graphs with Large Language Models. | Mingchen Li, Chen Ling, Rui Zhang, Liang Zhao |
| 2024 | ICDM | APOLLO: Differential Private Online Multi-Sensor Data Prediction with Certified Performance. | Honghui Xu, Wei Li, Shaoen Wu, Liang Zhao, Zhipeng Cai |
| 2024 | ICLR | DreamLLM: Synergistic Multimodal Comprehension and Creation. | Runpei Dong, Chunrui Han, Yuang Peng, Zekun Qi, Zheng Ge, Jinrong Yang, Liang Zhao, Jianjian Sun, Hongyu Zhou, Haoran Wei, Xiangwen Kong, Xiangyu Zhang, Kaisheng Ma, Li Yi |
| 2024 | IGARSS | Downscaling Sun-Induced Chlorophyll Fluorescence (SIF) in the Saihanba Region, China. | Liang Zhao, Rui Sun, Jingyu Zhang, Zhigang Liu, Shirui Li |
| 2024 | IJCAI | Visual Attention Prompted Prediction and Learning. | Yifei Zhang, Bo Pan, Siyi Gu, Guangji Bai, Meikang Qiu, Xiaofeng Yang, Liang Zhao |
| 2024 | IJCAI | ChatSpot: Bootstrapping Multimodal LLMs via Precise Referring Instruction Tuning. | Liang Zhao, En Yu, Zheng Ge, Jinrong Yang, Haoran Wei, Hongyu Zhou, Jianjian Sun, Yuang Peng, Runpei Dong, Chunrui Han, Xiangyu Zhang |
| 2024 | IJCNN | High-Level Network-based Detection of Oral Cancer from ATR-FTIR Spectroscopy. | Ricardo B. Lima Filho, Janayna M. Fernandes, Donghong Ji, Liang Zhao, Robinson Sabino-Silva, Murillo G. Carneiro |
| 2024 | IJCNN | Modelling Graph Neural Network by Aggregating the Activation Maps of Self-Organizing Map. | Luan V. C. Martins, Donghong Ji, Liang Zhao |
| 2024 | INFOCOM | Stackelberg Game-based and Broker-assisted Computation Offloading in MEC Networks. | Deng Meng, Jianmeng Guo, Liang Zhao, Huan Zhou, Shouzhi Xu |
| 2024 | INFOCOM | Federated Distributed Deep Reinforcement Learning for Recommendation-enabled Edge Caching. | Hao Wang, Huan Zhou, Mingze Li, Liang Zhao, Victor C. M. Leung |
| 2024 | INFOCOM | Joint Optimization of Charging Time and Resource Allocation in Wireless Power Transfer Assisted Federated Learning. | Jingjiao Wang, Huan Zhou, Liang Zhao, Deng Meng, Shouzhi Xu |
| 2024 | IPCCC | Activation Sparsity Opportunities for Compressing General Large Language Models. | Nobel Dhar, Bobin Deng, Md. Romyull Islam, Kazi Fahim Ahmad Nasif, Liang Zhao, Kun Suo |
| 2024 | IPCCC | The Robustness of Spiking Neural Networks in Communication and its Application towards Network Efficiency in Federated Learning. | Manh V. Nguyen, Liang Zhao, Bobin Deng, William Severa, Honghui Xu, Shaoen Wu |
| 2024 | IROS | Grid-based Submap Joining: An Efficient Algorithm for Simultaneously Optimizing Global Occupancy Map and Local Submap Frames. | Yingyu Wang, Liang Zhao, Shoudong Huang |
| 2024 | ISCAS | An SRAM Compute-In-Memory Macro Based on Direct Coupling SAR ADC and DAC Reuse. | Yongteng Ma, Xuliang Yu, Zhichao Tan, Liang Zhao |
| 2024 | ISPA | Dependency-aware Task Offloading and Resource Pricing in Vehicular Edge Computing: A Stackelberg Game Approach. | Liang Zhao, Shuai Huang, Yuxiang Cao, Huan Zhou, Victor C. M. Leung |
| 2024 | IWQoS | Game-Theoretic Dependent Task Offloading and Resource Pricing in Vehicular Edge Computing. | Liang Zhao, Shuai Huang, Huan Zhou, Zilong Bai, Victor C. M. Leung |
| 2024 | KDD | The 4th KDD Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems (DeepSpatial'24). | Zhe Jiang, Liang Zhao, Xun Zhou, Junbo Zhang, Shashi Shekhar, Jieping Ye |
| 2024 | KDD | Source Localization for Cross Network Information Diffusion. | Chen Ling, Tanmoy Chowdhury, Jie Ji, Sirui Li, Andreas Zfle, Liang Zhao |
| 2024 | KDD | POND: Multi-Source Time Series Domain Adaptation with Information-Aware Prompt Tuning. | Junxiang Wang, Guangji Bai, Wei Cheng, Zhengzhang Chen, Liang Zhao, Haifeng Chen |
| 2024 | KDD | Self-consistent Deep Geometric Learning for Heterogeneous Multi-source Spatial Point Data Prediction. | Dazhou Yu, Xiaoyun Gong, Yun Li, Meikang Qiu, Liang Zhao |
| 2024 | KDD | PolygonGNN: Representation Learning for Polygonal Geometries with Heterogeneous Visibility Graph. | Dazhou Yu, Yuntong Hu, Yun Li, Liang Zhao |
| 2024 | KDD | Representation Learning of Geometric Trees. | Zheng Zhang, Allen Zhang, Ruth Nelson, Giorgio A. Ascoli, Liang Zhao |
| 2024 | KDD | DUE: Dynamic Uncertainty-Aware Explanation Supervision via 3D Imputation. | Qilong Zhao, Yifei Zhang, Mengdan Zhu, Siyi Gu, Yuyang Gao, Xiaofeng Yang, Liang Zhao |
| 2024 | NAACL | Uncertainty Quantification for In-Context Learning of Large Language Models. | Chen Ling, Xujiang Zhao, Xuchao Zhang, Wei Cheng, Yanchi Liu, Yiyou Sun, Mika Oishi, Takao Osaki, Katsushi Matsuda, Jie Ji, Guangji Bai, Liang Zhao, Haifeng Chen |
| 2024 | PAM | Exploring the Discovery Process of Fresh IPv6 Prefixes: An Analysis of Scanning Behavior in Darknet and Honeynet. | Liang Zhao, Satoru Kobayashi, Kensuke Fukuda |
| 2024 | WCNC | TD3-Based Collaborative Computation Offloading and Charging Scheduling in Multi-UAV-Assisted MEC Networks. | Liang Zhao, Yujun Yao, Huan Zhou, Hao Wang, Victor C. M. Leung |
| 2024 | SENSYS | Poster: Stackelberg Game-based Model Partition and Resource Allocation in Split Federated Learning. | Jiaxin Xiong, Huan Zhou, Kai Jiang, Liang Zhao, Victor C. M. Leung |
| 2024 | SDM | Self-Similar Graph Neural Network for Hierarchical Graph Learning. | Zheng Zhang, Liang Zhao |
| 2024 | SDM | Non-Euclidean Spatial Graph Neural Network. | Zheng Zhang, Sirui Li, Jingcheng Zhou, Junxiang Wang, Abhinav Angirekula, Allen Zhang, Liang Zhao |
| 2024 | SDM | Helper Recommendation with seniority control in Online Health Community. | Junruo Gao, Chen Ling, Carl Yang, Liang Zhao |
| 2024 | SDM | STES: A Spatiotemporal Explanation Supervision Framework. | Dazhou Yu, Binbin Chen, Yun Li, Suman Dhakal, Yifei Zhang, Zhenke Liu, Minxing Zhang, Jie Zhang, Liang Zhao |
| 2023 | CEC | Exact Formulas for the Computation of Expected Tchebycheff Improvement. | Liang Zhao, Qingfu Zhang |
| 2023 | CIAC | Fast Cauchy Sum Algorithms for Polynomial Zeros and Matrix Eigenvalues. | Victor Y. Pan, Soo Go, Qi Luan, Liang Zhao |
| 2023 | DASC | Enhancing Trust and Reliability in AI and ML: Assessing Blockchain's Potential to Ensure Data Integrity and Security. | Aiasha Siddika, Liang Zhao |
| 2023 | DEXA | Trace-Based Anomaly Detection with Contextual Sequential Invocations. | Qingfeng Du, Liang Zhao, Fulong Tian, Yongqi Han |
| 2023 | EMNLP | Open-ended Commonsense Reasoning with Unrestricted Answer Candidates. | Chen Ling, Xuchao Zhang, Xujiang Zhao, Yanchi Liu, Wei Cheng, Mika Oishi, Takao Osaki, Katsushi Matsuda, Haifeng Chen, Liang Zhao |
| 2023 | FRUCT | Reinforcement Learning with UAV Assistance for Optimized Computation Offloading in Mobile Edge Computing. | Aisha Alabsi, Ammar Hawbani, Xingfu Wang, Saeed Hamood Alsamhi, Liang Zhao, Ahmed Al-Dubai |
| 2023 | GLOBECOM | Efficient Routing Algorithm for Large-Scale Query Requests in LEO Satellite Networks. | Jiajia Li, Yannan Wang, Ying Zhao, Guohui Ding, Liang Zhao |
| 2023 | GLOBECOM | Informative Causality-Based Vehicle Trajectory Prediction Architecture for Domain Generalization. | Chaojin Mao, Liang Zhao, Geyong Min, Ammar Hawbani, Ahmed Yassin Al-Dubai, Albert Y. Zomaya |
| 2023 | ICA3PP | A Fast, Reliable, Adaptive Multi-hop Broadcast Scheme for Vehicular Ad Hoc Networks. | Ping Liu, Xingfu Wang, Ammar Hawbani, Bei Hua, Liang Zhao |
| 2023 | ICASSP | Dialogue Context Modelling for Action Item Detection: Solution for ICASSP 2023 Mug Challenge Track 5. | Jie Huang, Xiachong Feng, Yangfan Ye, Liang Zhao, Xiaocheng Feng, Bing Qin, Ting Liu |
| 2023 | ICASSP | Enhanced Coprime Array Configuration for DoA Estimation of Non-Circular Signals. | Nabil Mohsen, Ammar Hawbani, Xingfu Wang, Benjamin Bairrington, Liang Zhao, Saeed H. Alsamhi |
| 2023 | ICASSP | Multi-View Graph Regularized Deep Autoencoder-Like NMF Framework. | Liang Zhao, Zihao Wang, Ziyue Wang, Zhikui Chen |
| 2023 | ICASSP | Unrestricted Anchor Graph Based GCN for Incomplete Multi-View Clustering. | Liang Zhao, Zihao Wang, Yukun Yuan, Feng Ding |
| 2023 | ICASSP | An End-to-End Framework for Partial View-Aligned Clustering with Graph Structure. | Liang Zhao, Qiongjie Xie, Sontao Wu, Shubin Ma |
| 2023 | ICCV | MAGI: Multi-Annotated Explanation-Guided Learning. | Yifei Zhang, Siyi Gu, Yuyang Gao, Bo Pan, Xiaofeng Yang, Liang Zhao |
| 2023 | ICDCS | Poster: Towards Accurate and Fast Federated Learning in End-Edge-Cloud Orchestrated Networks. | Mingze Li, Peng Sun, Huan Zhou, Liang Zhao, Xuxun Liu, Victor C. M. Leung |
| 2023 | ICDCS | Multi-Agent Deep Reinforcement Learning based Collaborative Computation Offloading in Vehicular Edge Networks. | Hao Wang, Huan Zhou, Liang Zhao, Xuxun Liu, Victor C. M. Leung |
| 2023 | ICDCS | Incentive-driven Federated Learning in Mobile Edge Networks. | Yanlang Zheng, Huan Zhou, Liang Zhao, Shouzhi Xu, Victor C. M. Leung |
| 2023 | ICDE | Dynamic Activation of Clients and Parameters for Federated Learning over Heterogeneous Graphs. | Zishan Gu, Ke Zhang, Guangji Bai, Liang Chen, Liang Zhao, Carl Yang |
| 2023 | ICDM | Infinitely Deep Graph Transformation Networks. | Lei Zhang, Qisheng Zhang, Zhiqian Chen, Yanshen Sun, Chang-Tien Lu, Liang Zhao |
| 2023 | ICIG | Cross-domain Tongue Image Segmentation Based on Deep Adversarial Networks and Entropy Minimization. | Liang Zhao, Shuai Zhang, Xiaomeng Zhao |
| 2023 | ICLR | Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks. | Guangji Bai, Chen Ling, Liang Zhao |
| 2023 | ICML | Deep Graph Representation Learning and Optimization for Influence Maximization. | Chen Ling, Junji Jiang, Junxiang Wang, My T. Thai, Renhao Xue, James Song, Meikang Qiu, Liang Zhao |
| 2023 | ICPADS | Enhancing Path Information with Reinforcement Learning for Few-shot Knowledge Graph Completion. | Ruixin Ma, Mengfei Yu, Buyun Gao, Jiaqi Guo, Zhikui Chen, Liang Zhao |
| 2023 | IGARSS | Improved Accuracy of XCO2 Retrieval Based on OCO-2 Rtretrieval Framework Model. | Tao Yuan, Yong Xue, Liang Zhao, Chunlin Jin, Shengwei Li, Pei Li |
| 2023 | IJCAI | Unsupervised Deep Subgraph Anomaly Detection (Extended Abstract). | Zheng Zhang, Liang Zhao |
| 2023 | IJCNN | TransGNN: A Transductive Graph Neural Network with Graph Dynamic Embedding. | Leandro Anghinoni, Yu-tao Zhu, Donghong Ji, Liang Zhao |
| 2023 | IJCNN | High-Level Classification for EEG Analysis. | Murillo G. Carneiro, Camila D. Ramos, Joo-Batista Destro-Filho, Yu-tao Zhu, Donghong Ji, Liang Zhao |
| 2023 | IJCNN | Data classification via centrality measures of complex networks. | Janayna M. Fernandes, Guilherme M. Suzuki, Liang Zhao, Murillo G. Carneiro |
| 2023 | ICRA | 3D Reconstruction of Tibia and Fibula using One General Model and Two X-ray Images. | Kai Pan, Shuai Zhang, Liang Zhao, Shoudong Huang, Yanhao Zhang, Hua Wang, Qi Luo |
| 2023 | IJCNN | Classification of coma etiology using convolutional neural networks and long-short term memory networks. | Srgio Baldo Jnior, Murillo G. Carneiro, Joo-Batista Destro-Filho, Liang Zhao, Renato Tins |
| 2023 | IJCNN | Complex Network-Based Data Classification Using Minimum Spanning Tree Metric and Optimization. | Josimar Edinson Chire Saire, Liang Zhao |
| 2023 | INFOCOM | Incentive-driven and SAC-based Resource Allocation and Offloading Strategy in Vehicular Edge Computing Networks. | Jianmeng Guo, Huan Zhou, Liang Zhao, Wei Chang, Tingyao Jiang |
| 2023 | IROS | Domain Adaptation on Point Clouds for 6D Pose Estimation in Bin-Picking Scenarios. | Liang Zhao, Meng Sun, Wei Jie Lv, Xin-Yu Zhang, Long Zeng |
| 2023 | IGARSS | Observing Anthropogenic CO2 Emissions with TanSat in Northeast China. | Chunlin Jin, Yong Xue, Tao Yuan, Shengwei Li, Botao He, Liang Zhao |
| 2023 | ISCAS | Improved Chroma From Luma Intra Prediction Mode Beyond AV1. | Jing Ye, Liang Zhao, Xin Zhao, Shan Liu |
| 2023 | KDD | ESSA: Explanation Iterative Supervision via Saliency-guided Data Augmentation. | Siyi Gu, Yifei Zhang, Yuyang Gao, Xiaofeng Yang, Liang Zhao |
| 2023 | KDD | Graph Neural Networks: Foundation, Frontiers and Applications. | Lingfei Wu, Peng Cui, Jian Pei, Liang Zhao, Xiaojie Guo |
| 2023 | MICCAI | A Closed-Form Solution to Electromagnetic Sensor Based Intraoperative Limb Length Measurement in Total Hip Arthroplasty. | Tiancheng Li, Yang Song, Peter Walker, Kai Pan, Victor A. van de Graaf, Liang Zhao, Shoudong Huang |
| 2023 | WWW | Tutorials at The Web Conference 2023. | Valeria Fionda, Olaf Hartig, Reyhaneh Abdolazimi, Sihem Amer-Yahia, Hongzhi Chen, Xiao Chen, Peng Cui, Jeffrey Dalton, Xin Luna Dong, Lisette Espn-Noboa, Wenqi Fan, Manuela Fritz, Quan Gan, Jingtong Gao, Xiaojie Guo, Torsten Hahmann, Jiawei Han, Soyeon Caren Han, Estevam Hruschka, Liang Hu, Jiaxin Huang, Utkarshani Jaimini, Olivier Jeunen, Yushan Jiang, Fariba Karimi, George Karypis, Krishnaram Kenthapadi, Himabindu Lakkaraju, Hady W. Lauw, Thai Le, Trung-Hoang Le, Dongwon Lee, Geon Lee, Liat Levontin, Cheng-Te Li, Haoyang Li, Ying Li, Jay Chiehen Liao, Qidong Liu, Usha Lokala, Ben London, Siqu Long, Hande Kk-McGinty, Yu Meng, Seungwhan Moon, Usman Naseem, Pradeep Natarajan, Behrooz Omidvar-Tehrani, Zijie Pan, Devesh Parekh, Jian Pei, Tiago Peixoto, Steven Pemberton, Josiah Poon, Filip Radlinski, Federico Rossetto, Kaushik Roy, Aghiles Salah, Mehrnoosh Sameki, Amit P. Sheth, Cogan Shimizu, Kijung Shin, Dongjin Song, Julia Stoyanovich, Dacheng Tao, Johanne R. Trippas, Quoc Truong, Yu-Che Tsai, Adaku Uchendu, Bram van den Akker, Lin Wang, Minjie Wang, Shoujin Wang, Xin Wang, Ingmar Weber, Henry Weld, Lingfei Wu, Da Xu, Yifan Ethan Xu, Shuyuan Xu, Bo Yang, Ke Yang, Elad Yom-Tov, Jaemin Yoo, Zhou Yu, Reza Zafarani, Hamed Zamani, Meike Zehlike, Qi Zhang, Xikun Zhang, Yongfeng Zhang, Yu Zhang, Zheng Zhang, Liang Zhao, Xiangyu Zhao, Wenwu Zhu |
| 2023 | VCIP | Content Adaptive Weighted Prediction for Video Coding Beyond AV1. | Liang Zhao, Xin Zhao, Jing Ye, Han Gao, Shan Liu |
| 2023 | Tencon | Attentive Cross-Domain Few-shot Learning and Domain Adaptation in HSI Classification. | Rojan Basnet, Rimsa Goperma, Liang Zhao |
| 2023 | WiMob | Lightweight Group Pre-Handover Authentication Scheme for Aviation 5G Air-To-Ground Networks. | Gege Tian, Tao Shang, Qianyun Zhang, Kaiquan Cai, Liang Zhao |
| 2023 | SDM | Saliency-Augmented Memory Completion for Continual Learning. | Guangji Bai, Chen Ling, Yuyang Gao, Liang Zhao |
| 2023 | SDM | Sign-Regularized Multi-Task Learning. | Guangji Bai, Johnny Torres, Junxiang Wang, Liang Zhao, Cristina L. Abad, Carmen Vaca |
| 2022 | AAAI | Disentangled Spatiotemporal Graph Generative Models. | Yuanqi Du, Xiaojie Guo, Hengning Cao, Yanfang Ye, Liang Zhao |
| 2022 | AAAI | Adaptive Kernel Graph Neural Network. | Mingxuan Ju, Shifu Hou, Yujie Fan, Jianan Zhao, Yanfang Ye, Liang Zhao |
| 2022 | AAAI | Zero-Shot Cross-Lingual Machine Reading Comprehension via Inter-sentence Dependency Graph. | Liyan Xu, Xuchao Zhang, Bo Zong, Yanchi Liu, Wei Cheng, Jingchao Ni, Haifeng Chen, Liang Zhao, Jinho D. Choi |
| 2022 | AAAI | From "Dynamics on Graphs" to "Dynamics of Graphs": An Adaptive Echo-State Network Solution (Student Abstract). | Lei Zhang, Zhiqian Chen, Chang-Tien Lu, Liang Zhao |
| 2022 | ACNS | An Optimized GHV-Type HE Scheme: Simpler, Faster, and More Versatile. | Liang Zhao, Ze Chen, Liqun Chen, Xinyi Huang |
| 2022 | ADBIS | Feature Ranking from Random Forest Through Complex Network's Centrality Measures - A Robust Ranking Method Without Using Out-of-Bag Examples. | Adriano Henrique Canto, Alessandra Alaniz Macedo, Liang Zhao, Jos Augusto Baranauskas |
| 2022 | COLING | OneEE: A One-Stage Framework for Fast Overlapping and Nested Event Extraction. | Hu Cao, Jingye Li, Fangfang Su, Fei Li, Hao Fei, Shengqiong Wu, Bobo Li, Liang Zhao, Donghong Ji |
| 2022 | COMPSAC | Blockchain-based Medical Image Sharing and Automated Critical-results Notification: A Novel Framework. | Jiyoun Randolph, Md. Jobair Hossain Faruk, Bilash Saha, Hossain Shahriar, Maria Valero, Liang Zhao, Nazmus Sakib |
| 2022 | COMPSAC | Enabling Cyberanalytics using IoT Clusters and Containers. | Soin Abdoul Kassif Traore, Maria Valero, Hossain Shahriar, Liang Zhao, Sheikh Iqbal Ahamed, Ahyoung Lee |
| 2022 | CVPR | Task-specific Inconsistency Alignment for Domain Adaptive Object Detection. | Liang Zhao, Limin Wang |
| 2022 | DAC | Tailor: removing redundant operations in memristive analog neural network accelerators. | Xingchen Li, Zhihang Yuan, Guangyu Sun, Liang Zhao, Zhichao Lu |
| 2022 | ECCV | Background-Insensitive Scene Text Recognition with Text Semantic Segmentation. | Liang Zhao, Zhenyao Wu, Xinyi Wu, Greg Wilsbacher, Song Wang |
| 2022 | EUC | Smart Parking System Based on mmWave Radars and Bluetooth Low Energy: Prototype Implementation. | Abdulbary Naji, Aisha Alabsi, Xingfu Wang, Ammar Hawbani, Liang Zhao, Saeed Hamood Alsamhi |
| 2022 | EUC | Cooperative Task Offloading in Cybertwin-Assisted Vehicular Edge Computing. | Enchao Zhang, Liang Zhao, Na Lin, Weijun Zhang, Ammar Hawbani, Geyong Min |
| 2022 | HPCA | Enabling High-Quality Uncertainty Quantification in a PIM Designed for Bayesian Neural Network. | Xingchen Li, Bingzhe Wu, Guangyu Sun, Zhe Zhang, Zhihang Yuan, Runsheng Wang, Ru Huang, Dimin Niu, Hongzhong Zheng, Zhichao Lu, Liang Zhao, Meng-Fan Marvin Chang, Tianchan Guan, Xin Si |
| 2022 | ICARCV | Comparison Between MATLAB Bundle Adjustment Function and Parallax Bundle Adjustment. | Hongkyoon Byun, Liang Zhao, Jonghyuk Kim, Shoudong Huang |
| 2022 | ICASSP | A New Coprime-Array-based Configuration with Augmented Degrees of Freedom and Reduced Mutual Coupling. | Nabil Mohsen, Ammar Hawbani, Monika Agrawal, Saeed H. Alsamhi, Liang Zhao |
| 2022 | ICCAD | COSIME: FeFET Based Associative Memory for In-Memory Cosine Similarity Search. | Che-Kai Liu, Haobang Chen, Mohsen Imani, Kai Ni, Arman Kazemi, Ann Franchesca Laguna, Michael T. Niemier, Xiaobo Sharon Hu, Liang Zhao, Cheng Zhuo, Xunzhao Yin |
| 2022 | ICDCS | Incentive-driven Computation Offloading and Resource Allocation in Mobile Cloud-Edge Computing. | Mingze Li, Tong Wu, Huan Zhou, Liang Zhao, Victor C. M. Leung |
| 2022 | ICDCS | Digital Twin Assisted Computation Offloading and Service Caching in Mobile Edge Computing. | Zhenyu Zhang, Huan Zhou, Liang Zhao, Victor C. M. Leung |
| 2022 | ICDM | DeepGAR: Deep Graph Learning for Analogical Reasoning. | Chen Ling, Tanmoy Chowdhury, Junji Jiang, Junxiang Wang, Xuchao Zhang, Haifeng Chen, Liang Zhao |
| 2022 | ICDM | Deep Spatial Domain Generalization. | Dazhou Yu, Guangji Bai, Yun Li, Liang Zhao |
| 2022 | ICDM | Unsupervised Deep Subgraph Anomaly Detection. | Zheng Zhang, Liang Zhao |
| 2022 | ICIP | Multi-label Aerial Image Classification Based on Image-Specific Concept Graphs. | Dan Lin, Zhikui Chen, Liang Zhao, Kai Wang |
| 2022 | ICIP | Advanced Motion Vector Difference Coding Beyond AV1. | Liang Zhao, Xin Zhao, Shan Liu |
| 2022 | iLRN | A Metaverse-based Student's Spatiotemporal Digital Profile for Representing Learning Situation. | Fang Liu, Yifan Zhang, Liang Zhao, Qin Dai, Xiaona Liu, Xiangbin Shi |
| 2022 | INFOCOM | A3C-based Computation Offloading and Service Caching in Cloud-Edge Computing Networks. | Zhenning Wang, Mingze Li, Liang Zhao, Huan Zhou, Ning Wang |
| 2022 | IROS | Active SLAM in 3D deformable environments. | Mengya Xu, Liang Zhao, Shoudong Huang, Qi Hao |
| 2022 | IECON | Resilient refinery planning based on two-stage adaptive robust optimization under uncertainty. | Meicheng Zuo, Liang Zhao, Wangli He, Feng Qian |
| 2022 | IGARSS | The Fusion Algorithm of XCO2 Products: Applied to GOSAT. | Chunlin Jin, Yong Xue, Liang Zhao, Xingxing Jiang, Tao Yuan, Yuxin Sun, Shuhui Wu |
| 2022 | KDD | DeepSpatial'22: The 3rd International Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems. | Zhe Jiang, Liang Zhao, Xun Zhou, Robert N. Stewart, Junbo Zhang, Shashi Shekhar, Jieping Ye |
| 2022 | KDD | Saliency-Regularized Deep Multi-Task Learning. | Guangji Bai, Liang Zhao |
| 2022 | KDD | RES: A Robust Framework for Guiding Visual Explanation. | Yuyang Gao, Tong Steven Sun, Guangji Bai, Siyi Gu, Sungsoo Ray Hong, Liang Zhao |
| 2022 | KDD | Source Localization of Graph Diffusion via Variational Autoencoders for Graph Inverse Problems. | Chen Ling, Junji Jiang, Junxiang Wang, Liang Zhao |
| 2022 | KDD | Graph Neural Networks: Foundation, Frontiers and Applications. | Lingfei Wu, Peng Cui, Jian Pei, Liang Zhao, Xiaojie Guo |
| 2022 | KSEM | Multi-attention User Information Based Graph Convolutional Networks for Explainable Recommendation. | Ruixin Ma, Guangyue Lv, Liang Zhao, Yunlong Ma, Hongyan Zhang, Xiaobin Liu |
| 2022 | LREC | The ManDi Corpus: A Spoken Corpus of Mandarin Regional Dialects. | Liang Zhao, Eleanor Chodroff |
| 2022 | MICCAI | DSR: Direct Simultaneous Registration for Multiple 3D Images. | Zhehua Mao, Liang Zhao, Shoudong Huang, Yiting Fan, Alex Pui-Wai Lee |
| 2022 | MICCAI | SLAM-TKA: Real-time Intra-operative Measurement of Tibial Resection Plane in Conventional Total Knee Arthroplasty. | Shuai Zhang, Liang Zhao, Shoudong Huang, Hua Wang, Qi Luo, Qi Hao |
| 2022 | MOBICOM | Federated learning based energy efficient scheme for MEC with NOMA underlaying UAV. | Himanshu Sharma, Ishan Budhiraja, Prakhar Consul, Neeraj Kumar, Deepak Garg, Liang Zhao, Lie Liu |
| 2022 | PAKDD | Convergence and Applications of ADMM on the Multi-convex Problems. | Junxiang Wang, Liang Zhao |
| 2022 | WWW | An Invertible Graph Diffusion Neural Network for Source Localization. | Junxiang Wang, Junji Jiang, Liang Zhao |
| 2022 | TrustCom | Privacy-Preserving Top-k Spatio-Textual Similarity Join. | Yiping Teng, Dongyue Jiang, Mengmeng Sun, Liang Zhao, Li Xu, Chunlong Fan |
| 2022 | TrustCom | MGF-GAN: Multi Granularity Text Feature Fusion for Text-guided-Image Synthesis. | Xingfu Wang, Xiangyu Li, Ammar Hawbani, Liang Zhao, Saeed Hamood Alsamhi |
| 2022 | TrustCom | Multimodal Graph Reasoning and Fusion for Video Question Answering. | Shuai Zhang, Xingfu Wang, Ammar Hawbani, Liang Zhao, Saeed Hamood Alsamhi |
| 2022 | UIC | Dual Priority Scheduling Algorithm for Wireless Rechargeable Sensor Networks. | Jiangyuan Chen, Xingfu Wang, Ammar Hawbani, Liang Zhao, Saeed Hamood Alsamhi |
| 2022 | UIC | Future-aware and High-order representation learning for cold-start recommendation. | Junruo Gao, Yuyang Liu, Jun Li, Liang Zhao |
| 2022 | UIC | Constructing Efficient Set of APs Via Spatial Discrimination and Localization Difference. | Yanhui Ji, Sheng Wu, Licai Zhu, Liang Zhao, Hao Yang |
| 2022 | UIC | Processing kNN Query with Pre-Computation in Time-Dependent Road Networks. | Jiajia Li, Chunhui Liu, Ying Zhao, Xiaojing Liu, Liang Zhao, Xiufeng Xia |
| 2022 | UIC | Continuously Monitoring Optimal Routes with Collective Spatial Keywords on Road Networks. | Jiajia Li, Zongbo Wang, Yifei Zhang, Liang Zhao, Lei Li, Chuanyu Zong |
| 2022 | UIC | Efficient Non-preemptive On-demand Charging Scheduling Scheme for Wireless Rechargeable Sensor Networks. | Abdulbary Naji, Xingfu Wang, Ammar Hawbani, Liang Zhao, Saeed Hamood Alsamhi, Aiman Ghannami |
| 2022 | UIC | Accuracy Indoor Localization Based on Fuzzy Transfer Learning Model. | Sheng Wu, Yanhui Ji, Licai Zhu, Liang Zhao, Hao Yang |
| 2022 | WSDM | ST-GSP: Spatial-Temporal Global Semantic Representation Learning for Urban Flow Prediction. | Liang Zhao, Min Gao, Zongwei Wang |
| 2022 | SDM | Interpretable Molecular Graph Generation via Monotonic Constraints. | Yuanqi Du, Xiaojie Guo, Amarda Shehu, Liang Zhao |
| 2021 | AAAI | Deep Graph Spectral Evolution Networks for Graph Topological Evolution. | Negar Etemadyrad, Qingzhe Li, Liang Zhao |
| 2021 | CEC | An Efficient and Flexible Automatic Search Algorithm for Convolution Network Architectures. | Liang Zhao, Wei Fang |
| 2021 | DAC | A Compute-in-Memory Architecture Compatible with 3D NAND Flash that Parallelly Activates Multi-Layers. | Liang Zhao, Chu Yan, Fan Yang, Shifan Gao, Gabriel Rosca, Dan Manea, Zhichao Lu, Yi Zhao |
| 2021 | DEXA | Log-Based Anomaly Detection with Multi-Head Scaled Dot-Product Attention Mechanism. | Qingfeng Du, Liang Zhao, Jincheng Xu, Yongqi Han, Shuangli Zhang |
| 2021 | HPCC | A Novel Path Planning-Aware Vehicular Task Offloading Strategy. | Yufei Liu, Liang Zhao, Kaiqi Yang, Yunpeng Li |
| 2021 | HPCC | Secure Skyline Groups Queries on Encrypted Data on Cloud Platform. | Yiping Teng, Yue Sun, Zhan Shi, Dongyue Jiang, Liang Zhao, Chunlong Fan |
| 2021 | ICASSP | Improved Intra Mode Coding Beyond Av1. | Yize Jin, Liang Zhao, Xin Zhao, Shan Liu, Alan C. Bovik |
| 2021 | ICDM | GNES: Learning to Explain Graph Neural Networks. | Yuyang Gao, Tong Steven Sun, Rishab Bhatt, Dazhou Yu, Sungsoo Ray Hong, Liang Zhao |
| 2021 | ICDM | Deep Generation of Heterogeneous Networks. | Chen Ling, Carl Yang, Liang Zhao |
| 2021 | ICIP | Semi-Decoupled Partitioning for Video Coding Beyond AV1. | Liang Zhao, Xin Zhao, Shan Liu |
| 2021 | ICLR | Property Controllable Variational Autoencoder via Invertible Mutual Dependence. | Xiaojie Guo, Yuanqi Du, Liang Zhao |
| 2021 | ICML | KNAS: Green Neural Architecture Search. | Jingjing Xu, Liang Zhao, Junyang Lin, Rundong Gao, Xu Sun, Hongxia Yang |
| 2021 | ICONIP | TRGAN: Text to Image Generation Through Optimizing Initial Image. | Liang Zhao, Xinwei Li, Pingda Huang, Zhikui Chen, Yanqi Dai, Tianyu Li |
| 2021 | IJCAI | Long-term, Short-term and Sudden Event: Trading Volume Movement Prediction with Graph-based Multi-view Modeling. | Liang Zhao, Wei Li, Ruihan Bao, Keiko Harimoto, Yunfang Wu, Xu Sun |
| 2021 | IJCNN | Sequential Data Imputation with Evolving Generative Adversarial Networks. | Haripriya Chakraborty, Priyanka Samanta, Liang Zhao |
| 2021 | IJCNN | A New Particle Competition Model for Community Detection with Application in Functional Brain Networks. | Paulo Henrique Lima de Paula, Liang Zhao |
| 2021 | IJCNN | RefBERT: Compressing BERT by Referencing to Pre-computed Representations. | Xinyi Wang, Haiqin Yang, Liang Zhao, Yang Mo, Jianping Shen |
| 2021 | Interspeech | Speech Enhancement with Topology-Enhanced Generative Adversarial Networks (GANs). | Xudong Zhang, Liang Zhao, Feng Gu |
| 2021 | IROS | Some Research Questions for SLAM in Deformable Environments. | Shoudong Huang, Yongbo Chen, Liang Zhao, Yanhao Zhang, Mengya Xu |
| 2021 | IROS | Direct Bundle Adjustment for 3D Image Fusion with Application to Transesophageal Echocardiography. | Zhehua Mao, Liang Zhao, Shoudong Huang, Yiting Fan, Alex Pui-Wai Lee |
| 2021 | ICRA | 3D Reconstruction of Deformable Colon Structures based on Preoperative Model and Deep Neural Network. | Shuai Zhang, Liang Zhao, Shoudong Huang, Ruibin Ma, Boni Hu, Qi Hao |
| 2021 | ICTAI | Collision-aware Multi-robot Motion Coordination Deep-RL with Dynamic Priority Strategy. | Liang Zhao, Sheng Han, Youfang Lin |
| 2021 | IECON | Data-driven Wasserstein distributionally robust optimization for refinery planning under uncertainty. | Jinmin Zhao, Liang Zhao, Wangli He |
| 2021 | KDD | Deep Generative Models for Spatial Networks. | Xiaojie Guo, Yuanqi Du, Liang Zhao |
| 2021 | KDD | DeepSpatial'21: 2nd International Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems. | Xun Zhou, Liang Zhao, Zhe Jiang, Robert N. Stewart, Shashi Shekhar, Jieping Ye |
| 2021 | WWW | Dr.Emotion: Disentangled Representation Learning for Emotion Analysis on Social Media to Improve Community Resilience in the COVID-19 Era and Beyond. | Mingxuan Ju, Wei Song, Shiyu Sun, Yanfang Ye, Yujie Fan, Shifu Hou, Kenneth A. Loparo, Liang Zhao |
| 2021 | WWW | TG-GAN: Continuous-time Temporal Graph Deep Generative Models with Time-Validity Constraints. | Liming Zhang, Liang Zhao, Shan Qin, Dieter Pfoser, Chen Ling |
| 2021 | SC | FedAT: a high-performance and communication-efficient federated learning system with asynchronous tiers. | Zheng Chai, Yujing Chen, Ali Anwar, Liang Zhao, Yue Cheng, Huzefa Rangwala |
| 2021 | UIC | Boosting the Speed of Real-Time Multi-Object Trackers. | Xudong Zhang, Liang Zhao, Feng Gu |
| 2021 | SDM | Disentangled Dynamic Graph Deep Generation. | Wenbin Zhang, Liming Zhang, Dieter Pfoser, Liang Zhao |
| 2020 | AAAI | Self-Paced Robust Learning for Leveraging Clean Labels in Noisy Data. | Xuchao Zhang, Xian Wu, Fanglan Chen, Liang Zhao, Chang-Tien Lu |
| 2020 | ACCV | Unified Density-Aware Image Dehazing and Object Detection in Real-World Hazy Scenes. | Zhengxi Zhang, Liang Zhao, Yunan Liu, Shanshan Zhang, Jian Yang |
| 2020 | DATE | Estimating the Circuit De-obfuscation Runtime based on Graph Deep Learning. | Zhiqian Chen, Gaurav Kolhe, Setareh Rafatirad, Chang-Tien Lu, Sai Manoj P. D., Houman Homayoun, Liang Zhao |
| 2020 | DATE | Mitigating Cache-Based Side-Channel Attacks through Randomization: A Comprehensive System and Architecture Level Analysis. | Han Wang, Hossein Sayadi, Tinoosh Mohsenin, Liang Zhao, Avesta Sasan, Setareh Rafatirad, Houman Homayoun |
| 2020 | ICDM | Metagraph Aggregated Heterogeneous Graph Neural Network for Illicit Traded Product Identification in Underground Market. | Yujie Fan, Yanfang Ye, Qian Peng, Jianfei Zhang, Yiming Zhang, Xusheng Xiao, Chuan Shi, Qi Xiong, Fudong Shao, Liang Zhao |
| 2020 | ICDM | Toward Model Parallelism for Deep Neural Network based on Gradient-free ADMM Framework. | Junxiang Wang, Zheng Chai, Yue Cheng, Liang Zhao |
| 2020 | ICIP | Improved Intra Coding Beyond AV1 Using Adaptive Prediction Angles and Reference Lines. | Liang Zhao, Xin Zhao, Shan Liu |
| 2020 | ICLR | Compositional Language Continual Learning. | Yuanpeng Li, Liang Zhao, Kenneth Church, Mohamed Elhoseiny |
| 2020 | ICONIP | Time and Incentive-Aware Neural Networks for Life Insurance Premium Prediction. | Xinrui Li, Liang Zhao, Xi Yin, Yinxin Zhu, Jianping Shen, Wei Tong |
| 2020 | ICONIP | From Shortsighted to Bird View: Jointly Capturing All Aspects for Question-Answering Style Aspect-Based Sentiment Analysis. | Liang Zhao, Bingfeng Luo, Zuo Bai, Xi Yin, Kunfeng Lai, Jianping Shen |
| 2020 | IJCNN | An Optimized Modularity-Based High Level Classification Model. | Tiago Colliri, Weiguang Liu, Liang Zhao |
| 2020 | IJCNN | Measuring the engagement level in encrypted group conversations by using temporal networks. | Mosh Cotacallapa, Lilian Berton, Leonardo Nascimento Ferreira, Marcos G. Quiles, Liang Zhao, Elbert E. N. Macau, Didier A. Vega-Oliveros |
| 2020 | INFOCOM | A Novel Simulated Annealing based Routing Algorithm in F-SDNs. | Liang Zhao, Areeb Saldin, Jia Hu, Luwei Fu, Junling Shi, Yunchong Guan |
| 2020 | ICRA | Efficient two step optimization for large embedded deformation graph based SLAM. | Jingwei Song, Fang Bai, Liang Zhao, Shoudong Huang, Rong Xiong |
| 2020 | ICRA | Aortic 3D Deformation Reconstruction using 2D X-ray Fluoroscopy and 3D Pre-operative Data for Endovascular Interventions. | Yanhao Zhang, Liang Zhao, Shoudong Huang |
| 2020 | ICTAI | Efficient CUR Matrix Decomposition via Relative-Error Double-Sided Least Squares Solving. | Qi Luan, Liang Zhao |
| 2020 | ISPA | A Novel Influence Maximization-based Dynamic Forwarding Node Selection Scheme in SDVNs. | Liang Zhao, Tong Zheng, Mingwei Lin, Ammar Hawbani, Jiaxing Shang |
| 2020 | ISPA | Multi-Relational Graph Convolutional Networks for Skeleton-Based Action Recognition. | Fang Liu, Qin Dai, Shengze Wang, Liang Zhao, Xiangbin Shi, Jianzhong Qiao |
| 2020 | ISPA | A Review of Routing Protocols for Wireless Body Area Networks for Miner Safety. | Yuchun Zhang, Liang Zhao, Junling Shi, Su Peng, Yunchong Guan, Jiaxing Shang |
| 2020 | ISPA | Mobile Edge Computing for Intelligent Mining Safety: A Case Study of Ventilator. | Yuchun Zhang, Liang Zhao, Kaiqi Yang, Lexi Xu |
| 2020 | KDD | Interpretable Deep Graph Generation with Node-edge Co-disentanglement. | Xiaojie Guo, Liang Zhao, Zhao Qin, Lingfei Wu, Amarda Shehu, Yanfang Ye |
| 2020 | MICCAI | Deep Learning Assisted Automatic Intra-operative 3D Aortic Deformation Reconstruction. | Yanhao Zhang, Raphael Falque, Liang Zhao, Shoudong Huang, Boni Hu |
| 2020 | QRS | RTPDroid: Detecting Implicitly Malicious Behaviors Under Runtime Permission Model. | Jie Zhang, Cong Tian, Zhenhua Duan, Liang Zhao |
| 2019 | AAAI | Incomplete Label Multi-Task Deep Learning for Spatio-Temporal Event Subtype Forecasting. | Yuyang Gao, Liang Zhao, Lingfei Wu, Yanfang Ye, Hui Xiong, Chaowei Yang |
| 2019 | AAAI | Universal Approximation Property and Equivalence of Stochastic Computing-Based Neural Networks and Binary Neural Networks. | Yanzhi Wang, Zheng Zhan, Liang Zhao, Jian Tang, Siyue Wang, Jiayu Li, Bo Yuan, Wujie Wen, Xue Lin |
| 2019 | CASC | Counting Roots of a Polynomial in a Convex Compact Region by Means of Winding Number Calculation via Sampling. | Vitaly Zaderman, Liang Zhao |
| 2019 | CIKM | Multi-stage Deep Classifier Cascades for Open World Recognition. | Xiaojie Guo, Amir Alipour-Fanid, Lingfei Wu, Hemant Purohit, Xiang Chen, Kai Zeng, Liang Zhao |
| 2019 | CIKM | Key Player Identification in Underground Forums over Attributed Heterogeneous Information Network Embedding Framework. | Yiming Zhang, Yujie Fan, Yanfang Ye, Liang Zhao, Chuan Shi |
| 2019 | COCOON | A Proof System for a Unified Temporal Logic. | Liang Zhao, Xiaobing Wang, Xinfeng Shu, Nan Zhang |
| 2019 | DASC | User Identification Cross Multiple Social Media Platform with Revised Input Output Network Embedding Framework. | Jingyuan Liu, Wei Li, Tao Qin, Liang Zhao, Yuli Gao, Wenqiang Ma |
| 2019 | DCC | Multiple Reference Line Coding for Most Probable Modes in Intra Prediction. | Yao-Jen Chang, Hong-Jheng Jhu, Hui-Yu Jiang, Liang Zhao, Xin Zhao, Xiang Li, Shan Liu, Benjamin Bross, Paul Keydel, Heiko Schwarz, Detlev Marpe, Thomas Wiegand |
| 2019 | DCC | Wide Angular Intra Prediction for Versatile Video Coding. | Liang Zhao, Xin Zhao, Shan Liu, Xiang Li, Jani Lainema, Gagan Rath, Fabrice Urban, Fabien Racap |
| 2019 | EMNLP | Compositional Generalization for Primitive Substitutions. | Yuanpeng Li, Liang Zhao, Jianyu Wang, Joel Hestness |
| 2019 | EMNLP | LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification. | Jingjing Xu, Liang Zhao, Hanqi Yan, Qi Zeng, Yun Liang, Xu Sun |
| 2019 | HPCC | A 3D Smooth Random Walk Mobility Model for FANETs. | Na Lin, Feng Gao, Liang Zhao, Ahmed Al-Dubai, Zhiyuan Tan |
| 2019 | HPCC | IMCR: Influence Maximisation-Based Cluster Routing Algorithm for SDVN. | Chengcheng Wang, Xingjian Ma, Wenwen Jiang, Liang Zhao, Na Lin, Junling Shi |
| 2019 | HPCC | A Learning-Based Vehicle-Trajectory Generation Method for Vehicular Networking. | Liang Zhao, Yufei Liu, Ahmed Al-Dubai, Zhiyuan Tan, Geyong Min, Lexi Xu |
| 2019 | HPCC | Social Relationship Modeling and Community Detection Based on Trajectory Data. | Liang Zhao, Fuchuan Ni, Xing Jin, Li Qin |
| 2019 | ICDM | DynGraph2Seq: Dynamic-Graph-to-Sequence Interpretable Learning for Health Stage Prediction in Online Health Forums. | Yuyang Gao, Lingfei Wu, Houman Homayoun, Liang Zhao |
| 2019 | ICDM | Deep Multi-attributed Graph Translation with Node-Edge Co-Evolution. | Xiaojie Guo, Liang Zhao, Cameron Nowzari, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao |
| 2019 | ICDM | Contrast Feature Dependency Pattern Mining for Controlled Experiments with Application to Driving Behavior. | Qingzhe Li, Liang Zhao, Yi-Ching Lee, Yanfang Ye, Jessica Lin, Lingfei Wu |