| 2025 | AAAI | SpikingYOLOX: Improved YOLOX Object Detection with Fast Fourier Convolution and Spiking Neural Networks. | Wei Miao, Jiangrong Shen, Qi Xu, Timo Hmlinen, Yi Xu, Fengyu Cong |
| 2025 | WCNC | Enhanced Physical Layer Security for Full-Duplex Facultative Symbiotic Radio: A Pattern Switching and Multi-Device Scheduling Strategy. | Chi Jin, Zheng Chang, Fengye Hu, Mingan Luan, Timo Hmlinen |
| 2024 | GLOBECOM | Can 3GPP New Radio Non-Terrestrial Networks Meet the IMT-2020 Requirements for Satellite Radio Interface Technology? | Mikko Majamaa, Lauri Sormunen, Verneri Rnty, Henrik Martikainen, Jani Puttonen, Timo Hmlinen |
| 2024 | GLOBECOM | Privacy-Preserved Incentive Mechanism for Split Learning in Edge Computing System. | Lu Yu, Zheng Chang, Timo Hmlinen, Geyong Min |
| 2024 | ISCC | Generative Diffusion Model-Based Deep Reinforcement Learning for Uplink Rate-Splitting Multiple Access in LEO Satellite Networks. | Xingjie Wang, Kan Wang, Di Zhang, Junhuai Li, Momiao Zhou, Timo Hmlinen |
| 2024 | WorldCIST | Refining Cyber Situation Awareness with Honeypots in Case of a Ransomware Attack. | Jouni Ihanus, Tero Kokkonen, Timo Hmlinen |
| 2023 | GLOBECOM | Joint Optimization of Sensing and Communication for Digital Twin Edge Networks. | Yi Chen, Zheng Chang, Timo Hmlinen, Geyong Min |
| 2023 | GLOBECOM | Optimizing Waveform Power Allocation in Cognitive DFRC Systems: An Individual User AoI Preference-Based Approach. | Zhuofei Li, Fengye Hu, Qihao Li, Zheng Chang, Timo Hmlinen |
| 2023 | WoWMoM | Satellite-Assisted Multi-Connectivity in Beyond 5G. | Mikko Majamaa, Henrik Martikainen, Jani Puttonen, Timo Hmlinen |
| 2022 | DSD | Ballast: Implementation of a Large MP-SoC on 22nm ASIC Technology. | Antti Rautakoura, Timo Hmlinen, Ari Kulmala, Tero Lehtinen, Mehdi Duman, Mohamed Ibrahim |
| 2022 | GLOBECOM | Energy-Efficient Secure Data Collection and Transmission via UAV. | Xinying Chen, Zheng Chang, Nan Zhao, Timo Hmlinen, Xianbin Wang |
| 2022 | GLOBECOM | Communication-Efficient Federated Learning in Channel Constrained Internet of Things. | Tao Hu, Xinran Zhang, Zheng Chang, Fengye Hu, Timo Hmlinen |
| 2022 | VTC | Joint Subcarrier and Phase Shifts Optimization for RIS-aided Localization-Communication System. | Mingan Luan, Bo Wang, Zheng Chang, Timo Hmlinen, Zhuang Ling, Fengye Hu |
| 2022 | TrustCom | CCTVCV: Computer Vision model/dataset supporting CCTV forensics and privacy applications. | Hannu Turtiainen, Andrei Costin, Timo Hmlinen, Tuomo Lahtinen, Lauri Sintonen |
| 2022 | TrustCom | CCTV-FullyAware: toward end-to-end feasible privacy-enhancing and CCTV forensics applications. | Hannu Turtiainen, Andrei Costin, Timo Hmlinen, Tuomo Lahtinen, Lauri Sintonen |
| 2022 | WorldCIST | Modelling Medical Devices with Honeypots: A Conceptual Framework. | Jouni Ihanus, Tero Kokkonen, Timo Hmlinen |
| 2021 | APCC | Joint User Association and Dynamic Beam Operation for High Latitude Muti-beam LEO Satellites. | Ruiji Duan, Chengchao Liang, Di Zhang, Timo Hmlinen, Qianbin Chen |
| 2021 | QRS | Curious SDN for network attack mitigation. | Mikhail Zolotukhin, Timo Hmlinen, Riku Immonen |
| 2021 | VTC | Multi-Antenna Covert Communication With Jamming in the Presence of a Mobile Warden. | Xinying Chen, Zheng Chang, Nan Zhao, Yunfei Chen, F. Richard Yu, Timo Hmlinen |
| 2020 | AINA | Linear Approximation Based Compression Algorithms Efficiency to Compress Environmental Data Sets. | Olli Vnnen, Mikhail Zolotukhin, Timo Hmlinen |
| 2020 | NetSoft | Reinforcement Learning for Attack Mitigation in SDN-enabled Networks. | Mikhail Zolotukhin, Sanjay Kumar, Timo Hmlinen |
| 2020 | SmartComp | Sensor Data Stream on-line Compression with Linearity-based Methods. | Olli Vnnen, Timo Hmlinen |
| 2018 | INFOCOM | A contract-based resource allocation mechanism in wireless virtualized network. | Di Zhang, Zheng Chang, Timo Hmlinen, Weinan Gao |
| 2018 | ISM | Eye-Controlled Region of Interest HEVC Encoding. | Joose Sainio, Arttu Yl-Outinen, Marko Viitanen, Jarno Vanne, Timo Hmlinen |
| 2017 | DSD | Analysis and Visualization of Product Memory Layout in IP-XACT. | Esko Pekkarinen, Mikko Teuho, Timo Hmlinen |
| 2017 | IC3K | Cybersecurity Safeguards for the Automotive Emergency Response Vehicles. | Pasi Kmppi, Paresh Rathod, Timo Hmlinen |
| 2017 | ISCC | Anomaly detection approach to keystroke dynamics based user authentication. | Elena Ivannikova, Gil David, Timo Hmlinen |
| 2017 | NSS | Probabilistic Transition-Based Approach for Detecting Application-Layer DDoS Attacks in Encrypted Software-Defined Networks. | Elena Ivannikova, Mikhail Zolotukhin, Timo Hmlinen |
| 2016 | NOMS | On optimal placement of low power nodes for improved performance in heterogeneous networks. | Alexander Sayenko, Mikhail Zolotukhin, Timo Hmlinen |
| 2016 | PIMRC | A double auction mechanism for virtual resource allocation in SDN-based cellular network. | Di Zhang, Zheng Chang, Fei Richard Yu, Xianfu Chen, Timo Hmlinen |
| 2016 | VTC | Reverse Combinatorial Auction Based Resource Allocation in Heterogeneous Software Defined Network with Infrastructure Sharing. | Di Zhang, Zheng Chang, Timo Hmlinen |
| 2015 | WiMob | Performance comparison of retransmission mechanisms for multi-hop relay networks. | Alexander Sayenko, Timo Hmlinen |
| 2014 | DASC | Analysis of HTTP Requests for Anomaly Detection of Web Attacks. | Mikhail Zolotukhin, Timo Hmlinen, Tero Kokkonen, Jarmo Siltanen |
| 2014 | MSWIM | On optimal relay placement for improved performance in non-coverage limited scenarios. | Mikhail Zolotukhin, Alexander Sayenko, Timo Hmlinen |
| 2013 | AINA | Interference Cancellation Schemes for Spread Spectrum Systems with Blind Principles. | M. G. Shahzad Sriyananda, Jyrki Joutsensalo, Timo Hmlinen |
| 2013 | GLOBECOM | Support vector machine integrated with game-theoretic approach and genetic algorithm for the detection and classification of malware. | Mikhail Zolotukhin, Timo Hmlinen |
| 2013 | ISCC | Information-theoretic approach to variable selection in predictive models applied to paper machine data. | Elena Ivannikova, Timo Hmlinen, Kari Luostarinen |
| 2012 | IWCMC | Online anomaly detection by using N-gram model and growing hierarchical self-organizing maps. | Mikhail Zolotukhin, Timo Hmlinen, Antti Juvonen |
| 2012 | WEBIST | Growing Hierarchical Self-organizing Maps and Statistical Distribution Models for Online Detection of Web Attacks. | Mikhail Zolotukhin, Timo Hmlinen, Antti Juvonen |
| 2012 | WEBIST | Growing Hierarchical Self-organising Maps for Online Anomaly Detection by using Network Logs. | Mikhail Zolotukhin, Timo Hmlinen, Antti Juvonen |
| 2012 | WiMob | Computationally efficient modulation of well-localised signals for OFDM. | Dmitry Petrov, Pavel Gonchukov, Timo Hmlinen |
| 2012 | WiMob | Signal detection for spread spectrum communication systems with gradient algorithm. | M. G. Samantha Sriyananda, Jyrki Joutsensalo, Timo Hmlinen |
| 2007 | GLOBECOM | On Contention Resolution Parameters for the IEEE 802.16 Base Station. | Alexander Sayenko, Olli Alanen, Timo Hmlinen |
| 2007 | Qshine | Adaptive contention resolution parameters for the IEEE 802.16 networks. | Alexander Sayenko, Olli Alanen, Timo Hmlinen |
| 2007 | WoWMoM | Adaptive Contention Resolution for VoIP Services in the IEEE 802.16 Networks. | Alexander Sayenko, Olli Alanen, Timo Hmlinen |
| 2006 | AINA | Network and System Performance Management for Next Generation Networks. | Olli Alanen, Timo Hmlinen, Eero Wallenius |
| 2006 | AINA | Security Analysis of Flow-based Fast Handover Method for Mobile IPv6 Networks. | Tewolde Ghebregziabher, Jani Puttonen, Timo Hmlinen, Ari Viinikainen |
| 2006 | AINA | Bandwidth allocation and pricing in multimode network. | Jyrki Joutsensalo, Ari Viinikainen, Mika Wikstrm, Timo Hmlinen |
| 2006 | AINA | Adaptive Algorithm for Revenue Maximization in WFQ Scheduler. | Lari Kannisto, Ari Viinikainen, Jyrki Joutsensalo, Timo Hmlinen |
| 2006 | MSWIM | Ensuring the QoS requirements in 802.16 scheduling. | Alexander Sayenko, Olli Alanen, Juha Karhula, Timo Hmlinen |
| 2005 | GLOBECOM | Packet scheduling with revenue optimization and weighted delay minimization. | Jyrki Joutsensalo, Ari Viinikainen, Lari Kannisto, Timo Hmlinen |
| 2005 | ISCAS | Block-level parallel processing for scaling evenly divisible frames. | Eero Aho, Jarno Vanne, Kimmo Kuusilinna, Timo Hmlinen |
| 2005 | PIMRC | Using link layer information for improving vertical handovers. | Jani Puttonen, Gbor Fekete, Jukka Mkel, Timo Hmlinen, Jorma Narikka |
| 2004 | PIMRC | Soft handover and routing mechanisms for mobile devices. | Jukka Mkel, Gbor Fekete, Jorma Narikka, Timo Hmlinen, Anna-Maija Virkki |
| 2003 | EuroPar | Design of a Management System for Wireless Home Area Networking. | Tapio Rantanen, Janne Siki, Marko Hnnikinen, Timo Vanhatupa, Olavi Karasti, Timo Hmlinen |
| 2003 | ISCC | Enhancing Revenue Maximization with Adaptive WRR. | Jyrki Joutsensalo, Oleg Gomzikov, Timo Hmlinen, Kari Luostarinen |
| 2003 | ISCC | A Lightpath Allocation Scheme for WDM Networks with QoS. | Kimmo Kaario, Pertti Raatikainen, Mikko Pkknen, Timo Hmlinen |
| 2003 | ISCC | An Adaptive Approach to WFQ with the Revenue Criterion. | Alexander Sayenko, Timo Hmlinen, Jyrki Joutsensalo, Jarmo Siltanen |
| 2003 | PIMRC | Providing QoS with wireless adaptive scheduling in linear pricing scenario. | Timo Hmlinen, Jyrki Joutsensalo, Alexander Sayenko, Mikko Pkknen |
| 2003 | PIMRC | Providing QoS at the integrated WLAN and 3G environments. | Timo Hmlinen, Eero Wallenius, Timo Nihtil, Kari Luostarinen, Jyrki Joutsensalo |
| 2002 | GLOBECOM | Link allocation and revenue optimization for future networks. | Timo Hmlinen, Jyrki Joutsensalo |
| 2002 | ISCAS | Performance evaluation of Secure Remote Password protocol. | Panu Hmlinen, Marko Hnnikinen, Markku Niemi, Timo Hmlinen |
| 2002 | ISCAS | TDMA-based communication scheduling in system-on-chip video encoder. | Tero Kangas, Kimmo Kuusilinna, Timo Hmlinen |
| 2002 | ISCAS | Optimizing finite state machines for system-on-chip communication. | Vesa Lahtinen, Kimmo Kuusilinna, Timo Hmlinen |
| 2002 | ISCAS | Using SDL a tool for system simulations. | Antti Laitinen, Marko Hnnikinen, Timo Hmlinen |
| 2002 | ISCAS | Parameter optimization tool for enhancing on-chip network performance. | Jouni Riihimki, Erno Salminen, Kimmo Kuusilinna, Timo Hmlinen |
| 2002 | MASCOTS | A New Mechanism for Supporting Differentiated Services in Cluster-Based Network Servers. | Jian Zhang, Timo Hmlinen, Jyrki Joutsensalo |
| 2002 | Networking | Performance Simulations of a QoS Aware Caching Method. | Pertti Raatikainen, Mika Wikstrm, Timo Hmlinen |
| 2002 | PIMRC | Pricing model for 3G/4G networks. | Eero Wallenius, Timo Hmlinen |
| 2001 | GLOBECOM | QoS aware adaptive pricing for network services. | Jyrki Joutsensalo, Timo Hmlinen |
| 2001 | GLOBECOM | Method for improving cache hit-rates in QoS-aware load balancing algorithm (QoS-LB). | Kimmo Kaario, Mika Wikstrm, Timo Hmlinen |
| 2001 | ISCAS | Implementation of encryption algorithms on transport triggered architectures. | Panu Hmlinen, Marko Hnnikinen, Timo Hmlinen, Henk Corporaal, Jukka Saarinen |
| 2001 | ISCAS | Parallel implementation of H.263 encoder for CIF-sized images on quad DSP system. | Olli Lehtoranta, Timo Hmlinen, Jukka Saarinen |
| 2001 | VTC | Architecture of a passenger information system for public transport services. | Marko Hnnikinen, Antti Laitinen, Timo Hmlinen, Ilkka Kaisto, Kimmo Leskinen |
| 2000 | CASES | Embedding SDL implemented protocols into DSP. | Antti Takko, Marko Hnnikinen, Jarno Knuutila, Timo Hmlinen, Jukka Saarinen |
| 1999 | MMSP | Architecture for a Windows NT wireless LAN multimedia terminal. | Marko Hnnikinen, Timo Vanhatupa, Jussi Lemilinen, Timo Hmlinen, Jukka Saarinen |
| 1999 | MMSP | Software support for low latency communication in scalable multimedia DSP system. | Pasi Kolinummi, Pasi Pulkkinen, Timo Hmlinen, Jukka Saarinen |
| 1999 | WoWMoM | Windows NT Software Design and Implementation for a Wireless LAN Base Station. | Marko Hnnikinen, Timo Vanhatupa, Jussi Lemilinen, Timo Hmlinen, Jukka Saarinen |
| 1998 | PIMRC | TUTMAC: a medium access control protocol for a new multimedia wireless local area network. | Marko Hnnikinen, Jarno Knuutila, Ari Letonsaari, Timo Hmlinen, Jari Jokela, Juha Ala-Laurila, Jukka Saarinen |
| 1998 | PIMRC | Security design for a new wireless local area network TUTWLAN. | Karri-Tuomas Salli, Timo Hmlinen, Jarno Knuutila, Jukka Saarinen |
| 1997 | ICANN | Mapping of Radial Basis Function Networks to Partial Tree Shape Parallel Neurocomputer. | Pasi Kolinummi, Timo Hmlinen, Jukka Saarinen |
| 1996 | ICANN | Linearly Expandable Partial Tree Shape Architecture for Parallel Neurocomputer. | Timo Hmlinen, Pasi Kolinummi, Kimmo Kaski |
| 1996 | ICANN | Mapping of Multilayer Perceptron Networks to Partial Tree Shaped Parallel Neurocomputer. | Pasi Kolinummi, Timo Hmlinen, Harri Klapuri, Kimmo Kaski |