| 2026 | AAAI | Rethinking Surgical Smoke: A Smoke-Type-Aware Laparoscopic Video Desmoking Method and Dataset. | Qifan Liang, Junlin Li, Zhen Han, Xihao Wang, Zhongyuan Wang, Bin Mei |
| 2026 | AAAI | FRBAT: Conditionally-Visible Physical Backdoor Attack via Fluorescence. | Yalun Wu, Liu Liu, Endong Tong, Yingxiao Xiang, Xiaoting Lyu, Zhen Han, Jiqiang Liu |
| 2026 | ACL | SQL-Trail: Multi-Turn Reinforcement Learning with Interleaved Feedback for Text-to-SQL. | Harper Hua, Zhen Han, Zhengyuan Shen, Meng-Chieh Lee, Sheng Guan, Qi Zhu, Sullam Jeoung, Yueyan Chen, Yunfei Bai, Shuai Wang, Vassilis N. Ioannidis, Huzefa Rangwala |
| 2026 | ACL | When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors. | Yuqing Yang, Qi Zhu, Zhen Han, Boran Han, Zhengyuan Shen, Shuai Wang, Vassilis N. Ioannidis, Huzefa Rangwala |
| 2026 | KDD | Improving Enzyme Prediction with Chemical Reaction Equations by Hypergraph-Enhanced Knowledge Graph Embeddings. | Tengwei Song, Long Yin, Zhen Han, Zhiqiang Xu |
| 2025 | AAAI | WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration. | Yao Zhang, Zijian Ma, Yunpu Ma, Zhen Han, Yu Wu, Volker Tresp |
| 2025 | ACL | HybGRAG: Hybrid Retrieval-Augmented Generation on Textual and Relational Knowledge Bases. | Meng-Chieh Lee, Qi Zhu, Costas Mavromatis, Zhen Han, Soji Adeshina, Vassilis N. Ioannidis, Huzefa Rangwala, Christos Faloutsos |
| 2025 | COLING | Proceedings of Bridging Neurons and Symbols for Natural Language Processing and Knowledge Graphs Reasoning @ COLING 2025. | Kang Liu, Yangqiu Song, Zhen Han, Rafet Sifa, Shizhu He, Yunfei Long |
| 2025 | CVPR | Link-based Contrastive Learning for One-Shot Unsupervised Domain Adaptation. | Yue Zhang, Mingyue Bin, Yuyang Zhang, Zhongyuan Wang, Zhen Han, Chao Liang |
| 2025 | EMNLP | BYOKG-RAG: Multi-Strategy Graph Retrieval for Knowledge Graph Question Answering. | Costas Mavromatis, Soji Adeshina, Vassilis N. Ioannidis, Zhen Han, Qi Zhu, Ian Robinson, Bryan Thompson, Huzefa Rangwala, George Karypis |
| 2025 | ICCV | StyleBooth: Image Style Editing with Multimodal Instruction. | Zhen Han, Chaojie Mao, Zeyinzi Jiang, Yulin Pan, Jingfeng Zhang |
| 2025 | ICCV | VACE: All-in-One Video Creation and Editing. | Zeyinzi Jiang, Zhen Han, Chaojie Mao, Jingfeng Zhang, Yulin Pan, Yu Liu |
| 2025 | ICCV | ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling. | Chaojie Mao, Jingfeng Zhang, Yulin Pan, Zeyinzi Jiang, Zhen Han, Yu Liu, Jingren Zhou |
| 2025 | ICCV | ICE-Bench: A Unified and Comprehensive Benchmark for Image Creating and Editing. | Yulin Pan, Xiangteng He, Chaojie Mao, Zhen Han, Zeyinzi Jiang, Jingfeng Zhang, Yu Liu |
| 2025 | ICIP | Multimodal Re-Ranking for Heterogeneous Face Re-Identification. | Hui Hu, Wenqin Song, Jiawei Zhang, Zhen Han, Yunfeng Xue, Xihao Wang, Zhongyuan Wang |
| 2025 | ICLR | ACE: All-round Creator and Editor Following Instructions via Diffusion Transformer. | Zhen Han, Zeyinzi Jiang, Yulin Pan, Jingfeng Zhang, Chaojie Mao, Chen-Wei Xie, Yu Liu, Jingren Zhou |
| 2025 | KDD | SKnow-LLM Workshop: Structured Knowledge for Large Language Models. | Qi Zhu, Xiusi Chen, Yu Zhang, Soji Adeshina, Costas Mavromatis, Zhen Han, Vassilis N. Ioannidis, Leman Akoglu, Danai Koutra, Huzefa Rangwala |
| 2025 | KDD | Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval. | Abdellah Ghassel, Ian Robinson, Gabriel Tanase, Hal Cooper, Bryan Thompson, Zhen Han, Vassilis N. Ioannidis, Soji Adeshina, Huzefa Rangwala |
| 2025 | WACV | Can Multimodal Large Language Models Truly Perform Multimodal In-Context Learning? | Shuo Chen, Zhen Han, Bailan He, Jianzhe Liu, Mark Buckley, Yao Qin, Philip Torr, Volker Tresp, Jindong Gu |
| 2024 | ADMA | Nightfall Deception: A Novel Backdoor Attack on Traffic Sign Recognition Models via Low-Light Data Manipulation. | Yalun Wu, Qiong Li, Yingxiao Xiang, Jinkai Zheng, Xingyu Wu, Zhen Han, Jiqiang Liu, Wenjia Niu |
| 2024 | CVPR | SCEdit: Efficient and Controllable Image Diffusion Generation via Skip Connection Editing. | Zeyinzi Jiang, Chaojie Mao, Yulin Pan, Zhen Han, Jingfeng Zhang |
| 2024 | EMNLP | Visual Question Decomposition on Multimodal Large Language Models. | Haowei Zhang, Jianzhe Liu, Zhen Han, Shuo Chen, Bailan He, Volker Tresp, Zhiqiang Xu, Jindong Gu |
| 2024 | ICANN | Unconventional Face Adversarial Attack. | Ruoxi Wang, Baojin Huang, Zhen Han, Dengshi Li |
| 2024 | IROS | Torque Ripple Reduction in Quasi-Direct Drive Motors Through Angle-Based Repetitive Learning Observer and Model Predictive Torque Controller. | Hefei Zhang, Xiaohu Zhang, Jinyu Cheng, Jiangtao Hu, Chao Ji, Yu Wang, Yutong Jiang, Zhen Han, Wei Gao, Shiwu Zhang |
| 2023 | ACL | ECOLA: Enhancing Temporal Knowledge Embeddings with Contextualized Language Representations. | Zhen Han, Ruotong Liao, Jindong Gu, Yao Zhang, Zifeng Ding, Yujia Gu, Heinz Koeppl, Hinrich Schtze, Volker Tresp |
| 2023 | CGI | Learning Degradation for Real-World Face Super-Resolution. | Jin Chen, Jun Chen, Xiaofen Wang, Dongshu Xu, Chao Liang, Zhen Han |
| 2023 | ICANN | LSA3D: Lightweight Separate Asynchronous 3D Convolutional Neural Network for Gait Recognition. | Jianyu Chen, Zhongyuan Wang, Kangli Zeng, Jinsheng Xiao, Zhen Han |
| 2023 | ICANN | Multi-frame Tilt-angle Face Recognition Using Fusion Re-ranking. | Wenqin Song, Zhen Han, Kangli Zeng, Zhongyuan Wang |
| 2023 | ICIP | Deepfake Face Provenance for Proactive Forensics. | Jiaxin Ai, Zhongyuan Wang, Baojin Huang, Zhen Han, Qin Zou |
| 2023 | IJCNN | DeepReversion: Reversely Inferring the Original Face from the DeepFake Face. | Jiaxin Ai, Zhongyuan Wang, Baojin Huang, Zhen Han |
| 2023 | IJCNN | Learning Meta-Representations of One-shot Relations for Temporal Knowledge Graph Link Prediction. | Zifeng Ding, Bailan He, Jingpei Wu, Yunpu Ma, Zhen Han, Volker Tresp |
| 2023 | IECON | Observer-Based Adaptive Attack Reconstruction for a Class of Uncertain Systems. | Zifei Li, Zhen Han, Wei Wang, Jing Zhou |
| 2022 | ACCV | Progressive Attentional Manifold Alignment for Arbitrary Style Transfer. | Xuan Luo, Zhen Han, Linkang Yang |
| 2022 | CGI | Face Super-Resolution with Better Semantics and More Efficient Guidance. | Jin Chen, Jun Chen, Zheng Wang, Chao Liang, Zhen Han, Chia-Wen Lin |
| 2022 | ISCC | Frequency Hopping Signal Recognition Based on Horizontal Spatial Attention. | Pengcheng Liu, Zhen Han, Zhixin Shi, Meimei Li, Meichen Liu |
| 2022 | NAACL | Multi-Hop Open-Domain Question Answering over Structured and Unstructured Knowledge. | Yue Feng, Zhen Han, Mingming Sun, Ping Li |
| 2021 | EMNLP | Learning Neural Ordinary Equations for Forecasting Future Links on Temporal Knowledge Graphs. | Zhen Han, Zifeng Ding, Yunpu Ma, Yujia Gu, Volker Tresp |
| 2021 | EMNLP | Time-dependent Entity Embedding is not All You Need: A Re-evaluation of Temporal Knowledge Graph Completion Models under a Unified Framework. | Zhen Han, Gengyuan Zhang, Yunpu Ma, Volker Tresp |
| 2021 | EMNLP | TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting. | Haohai Sun, Jialun Zhong, Yunpu Ma, Zhen Han, Kun He |
| 2021 | HPCC | Blockchain-based decentralized federated learning: A secure and privacy-preserving system. | Shuang Zhao, Yalun Wu, Rui Sun, Xiaoai Qian, Dong Zi, Zhiqiang Xie, Endong Tong, Wenjia Niu, Jiqiang Liu, Zhen Han |
| 2021 | ICASSP | When Face Recognition Meets Occlusion: A New Benchmark. | Baojin Huang, Zhongyuan Wang, Guangcheng Wang, Kui Jiang, Kangli Zeng, Zhen Han, Xin Tian, Yuhong Yang |
| 2021 | ICIP | A Tilt-Angle Face Dataset And Its Validation. | Nanxi Wang, Zhongyuan Wang, Zheng He, Baojin Huang, Liguo Zhou, Zhen Han |
| 2021 | ICLR | Explainable Subgraph Reasoning for Forecasting on Temporal Knowledge Graphs. | Zhen Han, Peng Chen, Yunpu Ma, Volker Tresp |
| 2021 | ICPADS | Two-Layer Traffic Signal Optimization: A Edge-assisted Pressure Balance Approach Based on Cooperative Game. | Zhen Han, Mingjun Xiao, Haisheng Tan, Guoju Gao |
| 2021 | IJCNN | Adaptive Texture Distillation Network for Image Hybrid Super-Resolution. | Chunlei Liu, Zhen Han, Jiaxing Wen, Hui Hu, Zhongyuan Wang, Weiping Tu |
| 2021 | ICTAI | FHSR: A Successful Application of Deep Learning Technology in Signal Retrieval. | Pengcheng Liu, Zhen Han, Meimei Li, Meichen Liu |
| 2021 | UIC | A Fast Head Reconstruction Algorithm based on Single Photo. | Zhen Han, Ye Li, Lei Wu, Li Zhan, Guangqiang Yin |
| 2020 | CIKM | Learning with Temporal Knowledge Graphs. | Yunpu Ma, Zhen Han, Volker Tresp |
| 2020 | CVPR | Unsupervised Image Super-Resolution with an Indirect Supervised Path. | Shuaijun Chen, Zhen Han, Enyan Dai, Xu Jia, Ziluan Liu, Xing Liu, Xueyi Zou, Chunjing Xu, Jianzhuang Liu, Qi Tian |
| 2020 | EMNLP | DyERNIE: Dynamic Evolution of Riemannian Manifold Embeddings for Temporal Knowledge Graph Completion. | Zhen Han, Peng Chen, Yunpu Ma, Volker Tresp |
| 2020 | GLOBECOM | Model-based Performance Evaluation of a Moving Target Defense System. | Zhi Chen, Xiaolin Chang, Jelena V. Misic, Vojislav B. Misic, Yang Yang, Zhen Han |
| 2020 | ICA3PP | Processing in Memory Assisted MEC 3C Resource Allocation for Computation Offloading. | Yang Yang, Xiaolin Chang, Ziye Jia, Zhu Han, Zhen Han |
| 2020 | ICASSP | Image Super-Resolution Using Residual Global Context Network. | Kuangye Liu, Zhen Han, Junkui Chen, Chunlei Liu, Jun Chen, Zhongyuan Wang |
| 2020 | IECON | Model Reference Adaptive Resilient Control of Uncertain Linear Systems with Intermittent DoS Attacks. | Zhen Han, Wei Wang, Mengze Yu, Huijin Fan |
| 2020 | ISPA | Towards 6G Joint HAPS-MEC-Cloud 3C Resource Allocation for Delay-Aware Computation Offloading. | Yang Yang, Xiaolin Chang, Ziye Jia, Zhu Han, Zhen Han |
| 2019 | ICASSP | Rain Streak Removal via Multi-scale Mixture Exponential Power Model. | Xiaofen Wang, Jun Chen, Zhen Han, Mingfu Xiong, Chao Liang, Qi Zheng, Zhongyuan Wang |
| 2019 | ISCC | Evaluating Performance of Active Containers on PaaS Fog under Batch Arrivals: A Modeling Approach. | Bo Liu, Xiaolin Chang, Yang Yang, Zhi Chen, Zhen Han |
| 2018 | ISPA | Delay-Aware Secure Computation Offloading Mechanism in a Fog-Cloud Framework. | Yang Yang, Xiaolin Chang, Zhen Han, Lin Li |
| 2018 | MMM | A Novel Frontal Facial Synthesis Algorithm Based on Individual Residual Face. | Xin Ding, Ruimin Hu, Zhen Han, Zhongyuan Wang |
| 2017 | ICASSP | A joint learning based Face Super Resolution approach via contextual topological structure. | Liang Chen, Ruimin Hu, Zhen Han, Zhongyuan Wang, Qing Li |
| 2017 | ICASSP | Efficient mode decision for noisy video transcoding. | Anna Zhang, Zhen Han, Zhongyuan Wang |
| 2016 | ICIP | Fast video enhancement transcoding. | Kefan Shen, Zhongyuan Wang, Zhen Han |
| 2016 | IJCNN | Face Super Resolution for VLQ facial images via parent patch matching. | Liang Chen, Ruimin Hu, Zhen Han, Zhongyuan Wang, Qing Li, Zheng Lu |
| 2016 | MMM | Face Image Super-Resolution Through Improved Neighbor Embedding. | Kebin Huang, Ruimin Hu, Junjun Jiang, Zhen Han, Feng Wang |
| 2015 | MMM | Coupled Discriminant Multi-Manifold Analysis with Application to Low-Resolution Face Recognition. | Junjun Jiang, Ruimin Hu, Zhen Han, Liang Chen, Jun Chen |
| 2014 | ICIP | Gabor-based patch covariance matrix for face sketch synthesis. | Jian Guan, Ruimin Hu, Junjun Jiang, Zhen Han |
| 2014 | ISCAS | Efficient learning based face hallucination approach via facial standard deviation prior. | Liang Chen, Ruimin Hu, Junjun Jiang, Zhen Han |
| 2014 | UIC | An Anonymous Remote Attestation Protocol to Prevent Masquerading Attack. | Anna Lan, Zhen Han, Dawei Zhang, Yichen Jiang, Tianhua Liu, Meihong Li |
| 2013 | DCC | LBP-Guided Depth Image Filter. | Rui Zhong, Ruimin Hu, Zhongyuan Wang, Lu Liu, Zhen Han |
| 2013 | ICASSP | Manifold regularized sparse support regression for single image super-resolution. | Junjun Jiang, Ruimin Hu, Zhongyuan Wang, Zhen Han, Shi Dong |
| 2013 | ICIP | A joint learning based face hallucination approach for low quality face image. | Liang Chen, Ruimin Hu, Zhen Han, Yang Xia, Junjun Jiang |
| 2013 | ICIP | Coupled-layer neighbor embedding for surveillance face hallucination. | Junjun Jiang, Ruimin Hu, Liang Chen, Zhen Han, Tao Lu, Jun Chen |
| 2013 | ISCAS | Support-driven sparse coding for face hallucination. | Junjun Jiang, Ruimin Hu, Zhongyuan Wang, Zixiang Xiong, Zhen Han |
| 2013 | ISCAS | Robust super-resolution for face images via principle component sparse representation and least squares regression. | Tao Lu, Ruimin Hu, Zhen Han, Junjun Jiang, Yang Xia |
| 2013 | VCIP | From local representation to global face hallucination: A novel super-resolution method by nonnegative feature transformation. | Tao Lu, Ruimin Hu, Zhen Han, Junjun Jiang, Yanduo Zhang |
| 2012 | ICASSP | A super-resolution method for low-quality face image through RBF-PLS regression and neighbor embedding. | Junjun Jiang, Ruimin Hu, Zhen Han, Tao Lu, Kebin Huang |
| 2012 | ICIP | Graph discriminant analysis on multi-manifold (GDAMM): A novel super-resolution method for face recognition. | Junjun Jiang, Ruimin Hu, Zhen Han, Kebin Huang, Tao Lu |
| 2012 | ICMLC | Multi-criteria sorting method based on AHP and variable precision rough set. | Yan Li, Zhen Han, Qiang He |
| 2012 | ICPR | Improvements of dynamic texture synthesis for video coding. | Zhiqiang Hou, Ruimin Hu, Zhongyuan Wang, Zhen Han |
| 2012 | ICPR | Face hallucination via K-selection mean constrained sparse representation. | Kebin Huang, Ruimin Hu, Zhen Han, Tao Lu, Junjun Jiang, Feng Wang |
| 2012 | ISCAS | Surveillance face hallucination via variable selection and manifold learning. | Junjun Jiang, Ruimin Hu, Zhen Han, Tao Lu, Kebin Huang |
| 2010 | CCS | A portable TPM based on USB key. | Dawei Zhang, Zhen Han, Guangwen Yan |
| 2010 | ICIP | A face super-resolution approach using shape semantic mode regularization. | Chengdong Lan, Ruimin Hu, Zhen Han, Zhongyuan Wang |
| 2010 | ISNN | Global Face Super Resolution and Contour Region Constraints. | Chengdong Lan, Ruimin Hu, Tao Lu, Ding Luo, Zhen Han |
| 2010 | SAC | Optimized Java Card transaction mechanism based on object locality. | Dawei Zhang, Zhen Han, Wei Jin |
| 2007 | MMM | A Novel Intra/Inter Mode Decision Algorithm for H.264/AVC Based on Spatio-temporal Correlation. | Qiong Liu, Shengfeng Ye, Ruimin Hu, Zhen Han |
| 2006 | CIS | Binary Sequences with Three and Four Level Autocorrelation. | Ying Cai, Zhen Han |
| 2005 | KES | Develop Secure Database System with Security Extended ER Model. | Xin Liu, Zhen Han, Jiqiang Liu, Chang-xiang Shen |
| 2005 | KES | Research on Confidential Level Extended BLP Model. | Xin Liu, Zhen Han, Ke-jun Sheng, Chang-xiang Shen |
| 2005 | KES | An Efficient and Divisible Payment Scheme for M-Commerce. | Yong Zhao, Zhen Han, Jiqiang Liu, Zhigang Li |
| 2005 | PRDC | Proxy Cryptography for Secure Inter-domain Information Exchanges. | Shuanghe Peng, Zhen Han |