HannIT

HannIT AöR (Hannoversche Informationstechnologien – Anstalt öffentlichen Rechts) is the IT service provider for the Hannover region and about 30 other districts and municipalities in Lower Saxony. The security computer centre with distributed locations forms the system technical basis for the operation and further development of administrative procedures.
The Competence Centre Mobility and GIS is in charge of traffic information and planning systems, such as electronic timetable information or network availability maps. The services offered by hannIT AöR include

  • the electronic timetable information in Lower Saxony and Bremen (EFA), among others for GVH (Großraum Verkehr Hannover) and Braunschweig ,
  • the operation of the DELFI-Landesserver for Lower Saxony,
  • the real-time connection of the public transport companies in the GVH
  • multimodal routing (public transport, car, bicycle, pedestrian …)

In addition, hannIT as a service provider is significantly involved in projects such as

  • Connect GmbH (data integration for Lower Saxony and Bremen),
  • DELFI e.V. (Germany-wide timetable information),
  • EU-Spirit (Association of European directory assistance systems)

In the D4UM project hannIT AöR 

  • ensures that the platform (hardware and software) is available
  • coordinates the provision of SW solutions,
  • collaborates on data protection and security rules
  • creates the basis for the integration of IV real-time data and historical charts into the EFA timetable information (Prototype)

 

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  • Native Reasoning Models: Training Language Models to Reason on Unverifiable Data. Wang, Yuanfu; Liu, Zhixuan; Li, Xiangtian; Lu, Chaochao; Chao, Yang C. Vondrick, B. Hariharan, C. Raffel, L. Pinto, D. Yang, A. Faust (eds.) (2026).
  • Distributed Polynomial-in-the-Action VRFs with Proactive Refresh. Minamide, Hiroki in Lecture Notes in Computer Science, T. H. Yuen, S.-F. Sun (eds.) (2026). (Vol. 17082) 414–423.
  • Taming the Heavy Tail: Age-Optimal Preemption. Li, Aimin; Ince, Yigit; Uysal, Elif (2026). 1–6.
  • LaDiR: Latent Diffusion Enhances LLMs for Text Reasoning. Kang, Haoqiang; Zhang, Yizhe; Kuang, Nikki Lijing; Majamaki, Nicklas; Jaitly, Navdeep; Ma, Yian; Qin, Lianhui C. Vondrick, B. Hariharan, C. Raffel, L. Pinto, D. Yang, A. Faust (eds.) (2026).
  • Generation then Reconstruction: Accelerating Masked Autoregressive Models via Two-Stage Sampling. Yan, Feihong; Zhu, Yao; Wang, Peiru; Pang, Kaiyu; Wei, Qingyan; Li, Huiqi; Zhang, Linfeng C. Vondrick, B. Hariharan, C. Raffel, L. Pinto, D. Yang, A. Faust (eds.) (2026).
  • Scalable Training for Vector-Quantized Networks with 100% Codebook Utilization. Chang, Yifan; Qin, Jie; Qiao, Limeng; Wang, Xiaofeng; Zhu, Zheng; Ma, Lin; Wang, Xingang C. Vondrick, B. Hariharan, C. Raffel, L. Pinto, D. Yang, A. Faust (eds.) (2026).
  • Permutation-Consistent Variational Encoding for Incomplete Multi-View Multi-Label Classification. Liu, Chengliang; Li, Bo; Zhang, Bob; Luo, Xiaoling; Liu, Yabo; Wen, Jie C. Vondrick, B. Hariharan, C. Raffel, L. Pinto, D. Yang, A. Faust (eds.) (2026).
  • Pruning as a Cooperative Game: Surrogate-Assisted Layer Contribution Estimation for Large Language Models. Ding, Xuan; Tong, Pengyu; Duan, Ranjie; Zhang, Yunjian; Sun, Rui; Zhu, Yao C. Vondrick, B. Hariharan, C. Raffel, L. Pinto, D. Yang, A. Faust (eds.) (2026).
  • DiffWind: Physics-Informed Differentiable Modeling of Wind-Driven Object Dynamics. Lei, Yuanhang; Zhao, Boming; Yang, Zesong; Li, Xingxuan; Cheng, Tao; Peng, Haocheng; Zhang, Ru; Yang, Yang; Huang, Siyuan; Shen, Yujun; Hu, Ruizhen; Bao, Hujun; Cui, Zhaopeng C. Vondrick, B. Hariharan, C. Raffel, L. Pinto, D. Yang, A. Faust (eds.) (2026).
  • zBulk: Towards Automatic Compartmentalization in Rust with Zero Manual Retrofitting. von Onciul, Maxim Ritter; Raffeck, Phillip; Wägemann, Peter; Kapitza, Rüdiger (2026). 68–76.
  • LoRAGen: Structure-Aware Weight Space Learning for LoRA Generation. Huang, Hao; Ding, Jingtao; Liao, Mengqi; Wang, Xin; Ban, Jinyang; Yuan, Yuan; Wan, Huaiyu; Li, Yong C. Vondrick, B. Hariharan, C. Raffel, L. Pinto, D. Yang, A. Faust (eds.) (2026).
  • ACS-Boot: Efficient Randomized Smoothing for Robustness Certification on Resource-Constrained Edge Devices. Lin, Miao; Zhang, Junrui; Li, Jian; Yu, Feng; Li, Lusi; Xin, Chunsheng; Wu, Hongyi; Ning, Rui (2026). 1–10.
  • SafeDialBench: A Fine-Grained Safety Evaluation Benchmark for Large Language Models in Multi-Turn Dialogues with Diverse Jailbreak Attacks. Cao, Hongye; Jing, Sijia; Wang, Yanming; Peng, Ziyue; Bai, Zhixin; Cao, Zhe; Fang, Meng; Feng, Fan; Liu, Jiaheng; Wang, Boyan; Yang, Tianpei; Huo, Jing; Gao, Yang; Meng, Fanyu; Yang, Xi; Deng, Chao; Feng, Junlan C. Vondrick, B. Hariharan, C. Raffel, L. Pinto, D. Yang, A. Faust (eds.) (2026).
  • Critic-Adviser-Reviser Cyclic Refinement: Towards High-Quality EMR Corpus Generation with LLMs. Ning, Chen; Liu, Xien; Yan, Chenwei; Zhang, Xiao; You, Xinxin; Zhou, Yuxuan; Fu, Xiangling; Wu, Ji C. Vondrick, B. Hariharan, C. Raffel, L. Pinto, D. Yang, A. Faust (eds.) (2026).
  • Incentivizing LLM Reasoning via Reinforcement Learning with Functional Monte Carlo Tree Search. Zhang, Kongcheng; Yao, Qi; Lai, Baisheng; Huang, Jiaxing; Fang, Wenkai; Tao, Dacheng; Song, Mingli; Liu, Shunyu C. Vondrick, B. Hariharan, C. Raffel, L. Pinto, D. Yang, A. Faust (eds.) (2026).
  • UNITE: Universal kNowledge Integration from Task-specific Experts. Lin, Shuxia; Wang, Qiufeng; Yang, Xu; Geng, Xin C. Vondrick, B. Hariharan, C. Raffel, L. Pinto, D. Yang, A. Faust (eds.) (2026).
  • Harvesting Existential Experiences with Cultural Probes: Methodological Reflections on Sacred and Personal Data. Papenfuß, Nathalie; Wolf, Sara (2026, October).
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  • Disjunctive Searchable Encryption with Comprehensive Forward and Backward Privacy. Li, Jinhui; Xu, Lei; Liu, Xiaoning; Yi, Xun in Lecture Notes in Computer Science, T. H. Yuen, S.-F. Sun (eds.) (2026). (Vol. 17082) 130–149.
  • Digitale Werkzeuge zur Erschließung historischer Schulbücher: ATR, NER und NEL. Keupp, Corinna; Haitz, Janik; Langhanki, Florian; Reul, Christian; Hertling, Anke; Dombrowski, Fabian; Klaes, Sebastian (2026). 46(3) 236–249.
  • Sustainability Challenges and Rural Livelihoods in the Aravali Region: Assessing the Impact of Mining – Pathway to Vikshit Bharat 2047 (A Case Study of Girwa Tehsil, Udaipur, Rajasthan). Rubi Kumari, Dr Pankaj Rawal (2026). 4(2) 13–19.
  • CYANSQL: Unlock the Power of NL2SQL Via Clustering-Based Test-Time Scaling. Qin, Haoyu; Ren, Tonghui; He, Zhenying; Wang, X. Sean; Xing, Jiashu; Ye, Yanghuan; Huang, Shifei; Li, Jinbao (2026). 1057–1072.
  • Maximum Matching Size for Bounded Arboricity Graphs in the Dynamic Graph Stream Model using ~O. McGregor, Andrew (2026).
  • Würzburgs ‘Häuserbuch ohne Häuser’: Digitale Zugänge zur Geschichte einer untergegangenen Stadt. Shtohryn, Tomash; Langhanki, Florian; Ratulovská, Natália; Haitz, Janik; Reul, Christian (S. Schwandt; G. Viehhauser; T. Andrews; T. Wallnig, eds.) (2026).
  • Existential Probes: A Method to Elicit Existential Concerns in HCI Papenfuß, Nathalie; Wolf, Sara; Kutter, Lena; Hurtienne, Jörn (2026). Association for Computing Machinery, New York, NY, USA.
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  • Eco-Tourism in India - Present Status, Key Challenges and Future Prospects. Pradeep Kumar Nayak, Dr. Gayatri Sahoo (2026). 4(2) 4–12.
  • Hyperscale: Ambition, Power and the Relentless Rise of Data Empires Marx, Paris (2026). Profile Books, London.
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  • Die Forschungsfrage finden – Setze die Pfeiler für deine wissenschaftliche Arbeit Martin, Gertler. (2026).
  • Rethinking CIRS: Current Reporting Practice and Conceptual Proposal of Conversational AI Agents for Critical Incident Reporting Systems Papenfuß, Nathalie; Huber, Stephan; Happel, Oliver; Hölzing, Carlos Ramon (2026). Association for Computing Machinery, New York, NY, USA.
  • SENTRY-VQA: A Region-Aware Framework for Surveillance Video Quality Assessment. Li, Min; Zheng, Qi; He, Chenlong; Liu, Jiaming; Huang, Leilei; Jing, Minge; Yan, Xiao; Fan, Yibo (2026). 4834–4838.
  • Design, Testing, and Evaluation of a Web-Based Geographic Information System for Brazilian City Governments. Becker, Valdecir; Alves, Wesley; Silva, Barbara; Pereira, Clarissa; Ribeiro, Carlos; Carvalho, Lillian; de Vasconcelos, Edvaldo in Lecture Notes in Computer Science, M. Kurosu, A. Hashizume (eds.) (2025). (Vol. 15771) 3–17.
  • A Universal Web-Based Tool for Multimodal Data Synchronization and Labeling. Khan, Nibraas; Haan, Ruj; Shragge, Ingrid; Zilinskaite, Gabija; Plunk, Abigale; Staubitz, John E.; Rajaraman, Adithyan; Weitlauf, Amy; Sarkar, Nilanjan in Lecture Notes in Computer Science, M. Kurosu, A. Hashizume (eds.) (2025). (Vol. 15771) 254–264.
  • Investigating Automated Transcriptions for Multimodal CPS Detection in Groupwork. Ibarra, Benjamin; Wisniewski, Brett; Terpstra, Corbyn; Venkatesha, Videep; Bradford, Mariah; Blanchard, Nathaniel in Lecture Notes in Computer Science, M. Kurosu, A. Hashizume (eds.) (2025). (Vol. 15771) 214–224.
  • Promoting Water Culture Through Augmented Reality and Gamified Experiences. Jadán-Guerrero, Janio; Arias-Flores, Hugo; Piedra-Ansatuña, Mario; Chacón-Castro, Marcos in Lecture Notes in Computer Science, M. Kurosu, A. Hashizume (eds.) (2025). (Vol. 15771) 389–402.
  • Analyzing the iOS Local Network Permission from a Technical and User Perspective. Schmidt, David; Ponticello, Alexander; Steinböck, Magdalena; Krombholz, Katharina; Lindorfer, Martina M. Blanton, W. Enck, C. Nita-Rotaru (eds.) (2025). 4229–4247.
  • Towards Empowerment Gain through Causal Structure Learning in Model-Based Reinforcement Learning. Cao, Hongye; Feng, Fan; Fang, Meng; Dong, Shaokang; Yang, Tianpei; Huo, Jing; Gao, Yang (2025).
  • GLCP: Global-to-Local Connectivity Preservation for Tubular Structure Segmentation. Zhou, Feixiang; Gao, Zhuangzhi; Zhao, He; Xie, Jianyang; Meng, Yanda; Zhao, Yitian; Lip, Gregory Yoke Hong; Zheng, Yalin in Lecture Notes in Computer Science, J. C. Gee, D. C. Alexander, J. Hong, J. E. Iglesias, C. H. Sudre, A. Venkataraman, P. Golland, J. H. Kim, J. Park (eds.) (2025). (Vol. 15975) 237–247.
  • DiffAtlas: GenAI-Fying Atlas Segmentation via Image-Mask Diffusion. Zhang, Hantao; Liu, Yuhe; Yang, Jiancheng; Guo, Weidong; Wang, Xinyuan; Fua, Pascal in Lecture Notes in Computer Science, J. C. Gee, D. C. Alexander, J. Hong, J. E. Iglesias, C. H. Sudre, A. Venkataraman, P. Golland, J. H. Kim, J. Park (eds.) (2025). (Vol. 15975) 161–172.
  • Flow Matching for Medical Image Synthesis: Bridging the Gap Between Speed and Quality. Yazdani, Milad; Medghalchi, Yasamin; Ashrafian, Pooria; Hacihaliloglu, Ilker; Shahriari, Dena in Lecture Notes in Computer Science, J. C. Gee, D. C. Alexander, J. Hong, J. E. Iglesias, C. H. Sudre, A. Venkataraman, P. Golland, J. H. Kim, J. Park (eds.) (2025). (Vol. 15975) 216–226.
  • Cross-View Generalized Diffusion Model for Sparse-View CT Reconstruction. Chen, Jixiang; Lin, Yiqun; Qin, Yi; Wang, Hualiang; Li, Xiaomeng in Lecture Notes in Computer Science, J. C. Gee, D. C. Alexander, J. Hong, J. E. Iglesias, C. H. Sudre, A. Venkataraman, P. Golland, J. H. Kim, J. Park (eds.) (2025). (Vol. 15975) 140–150.
  • HASARD: A Benchmark for Vision-Based Safe Reinforcement Learning in Embodied Agents. Tomilin, Tristan; Fang, Meng; Pechenizkiy, Mykola (2025).
  • A Benefit/Cost Analysis Tool for Better Benefits Management. Lyngar, Simon; Storvoll, Martin; Hannay, Jo E. in Lecture Notes in Computer Science, M. Kurosu, A. Hashizume (eds.) (2025). (Vol. 15771) 61–82.
  • Exploring the Impact of User Feedback for Trust in Context-Aware Recommender Systems in Search-as-Learning. Rani, Neha; Kantamani, Srikar; Chu, Sharon Lynn in Lecture Notes in Computer Science, M. Kurosu, A. Hashizume (eds.) (2025). (Vol. 15771) 83–99.
  • Hierarchical Multi-Agent Framework for Dynamic Macroeconomic Modelling Using Large Language Models. Chen, Zhixun; Shi, Zijing; Yang, Yaodong; Fang, Meng; Du, Yali S. Das, A. Nowé, Y. Vorobeychik (eds.) (2025). 2460–2462.
  • A Semantic Information-based Hierarchical Speech Enhancement Method Using Factorized Codec and Diffusion Model. Xiang, Yang; Huang, Canan; Hu, Desheng; Tian, Jingguang; Hu, Xinhui; Zhang, Chao O. Scharenborg, C. Oertel, K. Truong (eds.) (2025).
  • Benchmarking Foundation Models with Retrieval-Augmented Generation in Olympic-Level Physics Problem Solving. Zheng, Shunfeng; Zhang, Yudi; Fang, Meng; Zhang, Zihan; Wu, Zhitan; Pechenizkiy, Mykola; Chen, Ling C. Christodoulopoulos, T. Chakraborty, C. Rose, V. Peng (eds.) (2025). 21927–21956.
  • Identification of possible depressive profile through mobile sensor data in university students. Saud, Conrado Dos Santos Alves; Motti, Vivian Genaro; de Oliveira Neris, Luciano; Bleicher, Tais; de Almeida Néris, Vânia Paula F. H. M. Oliveira, S. K. da Silva de Lemos Santos, I. T. Monteiro, M. L. B. Villela (eds.) (2024). 58.
  • First Experiments on Automated Execution of Gherkin Test Specifications with Collaborating LLM Agents. Bergsmann, Severin; Schmidt, Alexander; Fischer, Stefan; Ramler, Rudolf W. Prasetya, T. E. J. Vos, T. van der Storm (eds.) (2024). 12–15.
  • Packet Management of AoI in the Finite Block-Length Regime. Sun, Mingxiao; Zhang, Di; Jia, Shaobo; Li, Aimin (2024). 748–752.
  • Adaptive Regularization of Representation Rank as an Implicit Constraint of Bellman Equation. He, Qiang; Zhou, Tianyi; Fang, Meng; Maghsudi, Setareh (2024).
  • BiCAL: Bi-directional Contrastive Active Learning for Clinical Report Generation. Wu, Tianyi; Zhang, Jingqing; Bai, Wenjia; Sun, Kai D. Demner-Fushman, S. Ananiadou, M. Miwa, K. Roberts, J. Tsujii (eds.) (2024). 328–341.
  • Synthesizing Distribution Grid Congestion Data Using Multivariate Conditional Time Series Generative Adversarial Networks. Demirel, Gökhan; Hauf, Jan; Butt, Hallah Shahid; Förderer, Kevin; Schäfer, Benjamin; Hagenmeyer, Veit (2024). 385–390.
  • CHAmbi: A New Benchmark on Chinese Ambiguity Challenges for Large Language Models. Zhang, Qin; Cai, Sihan; Zhao, Jiaxu; Pechenizkiy, Mykola; Fang, Meng in Findings of ACL, Y. Al-Onaizan, M. Bansal, Y.-N. Chen (eds.) (2024). (Vol. EMNLP 2024) 14883–14898.
  • MedINST: Meta Dataset of Biomedical Instructions. Han, Wenhan; Fang, Meng; Zhang, Zihan; Yin, Yu; Song, Zirui; Chen, Ling; Pechenizkiy, Mykola; Chen, Qingyu in Findings of ACL, Y. Al-Onaizan, M. Bansal, Y.-N. Chen (eds.) (2024). (Vol. EMNLP 2024) 8221–8240.
  • Dynamics-Based Identification of Hybrid Systems using Symbolic Regression. Plambeck, Swantje; Schmidt, Maximilian; Fey, Görschwin; Subias, Audine; Travé-Massuyès, Louise (2024). 64–71.
  • Predicate Caching: Query-Driven Secondary Indexing for Cloud Data Warehouses. Schmidt, Tobias; Kipf, Andreas; Horn, Dominik; Saxena, Gaurav; Kraska, Tim P. Barceló, N. Sánchez-Pi, A. Meliou, S. Sudarshan (eds.) (2024). 347–359.
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  • Multivariate Analysis of Products Tipology Data - A Case Study. Costa, Nelson; Mota, Alzira; Sousa, Inês in Lecture Notes in Networks and Systems, A. Bajaj, A. M. Madureira, A. Abraham (eds.) (2023). (Vol. 1224) 177–186.
  • Analysing Metadata of Articles Connecting IOT to Agriculture and Climate Change. Conrado, Luiz Felipe; Huther, Cristina Moll; Machado, Flávio Silva; Calado, Robisom Damasceno; Costa, Helder Gomes in Lecture Notes in Networks and Systems, A. Bajaj, A. M. Madureira, A. Abraham (eds.) (2023). (Vol. 1224) 334–344.
  • Stay Moral and Explore: Learn to Behave Morally in Text-based Games. Shi, Zijing; Fang, Meng; Xu, Yunqiu; Chen, Ling; Du, Yali (2023).
  • Reconfigurable Intelligent Surface Assisted NOMA Collaborative Localization. Zhang, D.; Zhu, Yuncan; Cao, G.; Li, Meiling; Lu, Zhaoming; Yuan, Hu (2023). 4188–4192.
  • Revolutionizing Higher Education Institute Query System by Linking Custom Knowledge Base with Large Language Models. Varaliya, Mohammed; Kanojia, Mahendra; Nabajja, Subhashish in Lecture Notes in Networks and Systems, A. Bajaj, A. M. Madureira, A. Abraham (eds.) (2023). (Vol. 1224) 86–94.
  • Gamification-based UML learning environment in virtual reality. Yigitbas, Enes; Schmidt, Maximilian; Bucchiarone, Antonio; Gottschalk, Sebastian; Engels, Gregor T. Kühn, V. Sousa (eds.) (2022). 27–31.
  • Mixture GAN For Modulation Classification Resiliency Against Adversarial Attacks. Shtaiwi, Eyad; Ouadrhiri, Ahmed El; Moradikia, Majid; Sultana, Salma; Abdelhadi, Ahmed; Han, Zhu (2022). 1472–1477.
  • High-sensitive Flexible Temperature Sensor with PEDOT: PSS Composites and PI Substrate for Human Body Monitoring. Zhu, Zhengfang; Su, Yi; Chen, Jing; Li, Lin; Wang, Lei; Li, Hui (2022). 67–71.
  • Rethinking Goal-Conditioned Supervised Learning and Its Connection to Offline RL. Yang, Rui; Lu, Yiming; Li, Wenzhe; Sun, Hao; Fang, Meng; Du, Yali; Li, Xiu; Han, Lei; Zhang, Chongjie (2022).
  • Detection of Chronic Kidney Disease Using Neuro-Fuzzy Rule-based Classifier. Das, Supantha; Hazra, Arnab; Pati, Soumen Kumar; Ghosh, Soumadip; Mallik, Saurav; Banerjee, Suharta; Mukherji, Ayan; Li, Aimin; Zhao, Zhongming D. A. Adjeroh, Q. Long, X. M. Shi, F. Guo, X. Hu, S. Aluru, G. Narasimhan, J. Wang, M. Kang, A. Mondal, J. Liu (eds.) (2022). 2839–2845.
  • Highly Sensitive Flexible Capacitive Pressure Sensor Based on Bionic Hybrid Microstructures. Li, Lin; Chen, Jing; Zhu, Zhengfang; Luo, Zebang; Zhou, Nian; Tan, Yuewu; Wang, Lei; Li, Hui (2022). 291–295.
  • ProtoInfoMax: Prototypical Networks with Mutual Information Maximization for Out-of-Domain Detection. Ni’mah, Iftitahu; Fang, Meng; Menkovski, Vlado; Pechenizkiy, Mykola in Findings of ACL, M.-F. Moens, X. Huang, L. Specia, S. W. tau Yih (eds.) (2021). (Vol. EMNLP 2021) 1606–1617.
  • NBSearch: Semantic Search and Visual Exploration of Computational Notebooks. Li, Xingjun; Wang, Yuanxin; Wang, Hong; Wang, Yang; Zhao, Jian Y. Kitamura, A. Quigley, K. Isbister, T. Igarashi, P. Bjørn, S. M. Drucker (eds.) (2021). 308:1–308:14.
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  • Automating Cutting Planes is NP-Hard. Göös, Mika; Koroth, Sajin; Mertz, Ian; Pitassi, Toniann (2020).
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  • LSTM with Uniqueness Attention for Human Activity Recognition. Zheng, Zengwei; Shi, Lifei; Wang, Chi; Sun, Lin; Pan, Gang in Lecture Notes in Computer Science, I. V. Tetko, V. Kurková, P. Karpov, F. J. Theis (eds.) (2019). (Vol. 11729) 498–509.
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