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Ms Yawen (Wendy) Chen

Ms Yawen (Wendy) Chen

Senior Lecturer
UNSW Canberra
School of Systems & Computing

Dr. Yawen (Wendy) Chen is a Senior Lecturer at the University of New South Wales in UNSW Canberra. She obtained her PhD degree in Computer Science from the University of Adelaide in Australia. Before moving to UNSW Canberra in 2024, sheÌýwas working as a Lecturer and Senior Lecturer in School of Computing at Otago University in New Zealand from 2012 to 2023. Her research interests include computer networks/systems, parallel/distributed computing, artificial intelligence acceleration, photonic computing/communication, wired/wireless networking, graph theory etc. She has published extensively in leading journals and prestigious international conferences, such as IEEE Transactions on Computers, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, IEEE Transactions on Mobile Computing, IEEE Transactions on Wireless Communication, ACM Transactions on Embedded Computing Systems, INFOCOM, IPDPS, ICPP, etc.

I am looking for PhD student who has background in photonic computing/communication, computer networks/systems, parallel/distributed computing, artificial intelligence acceleration, wired/wireless networking etc.Ìý***Scholarships of $37,684Ìý(AUD) are available for Ph.D. studentsÌý***

I am also looking for Master (by research) or PhD students interested in researching innovative pedagogies, particularly those involving AI-related Educational Topics.Ìý

My homepage:Ìý

Ìý

Phone
+61 2 5114 5432
  • Book Chapters | 2006
    Chen Y; Shen H; Zhang H, 2006, 'Hypercube communications on optical chordal ring networks with chord length of three', in , pp. 337 - 343,
    Book Chapters | 2005
    Chen Y; Shen H, 2005, 'An improved scheme of wavelength assignment for parallel FFT communication pattern on a class of regular optical networks', in , pp. 189 - 196,
  • Journal articles | 2024
    Arghavani A; Zhang H; Huang Z; Chen Y, 2024, 'Power-Adaptive Communication With Channel-Aware Transmission Scheduling in WBANs', IEEE Internet of Things Journal, 11, pp. 16087 - 16102,
    Journal articles | 2024
    Dai F; Chen Y; Huang Z; Zhang H, 2024, 'Efficient Algorithm for All-Gather Operation in Optical Interconnect Systems', IEEE Open Journal of the Communications Society, 5, pp. 664 - 676,
    Journal articles | 2023
    Arghavani A; Zhang H; Huang Z; Chen Y; Chen Z, 2023, 'Tuatara: Location-Driven Power-Adaptive Communication for Wireless Body Area Networks', IEEE Transactions on Mobile Computing, 22, pp. 574 - 588,
    Journal articles | 2023
    Dai F; Chen Y; Huang Z; Zhang H; Zhang H; Xia C, 2023, 'Comparing the performance of multi-layer perceptron training on electrical and optical network-on-chips', Journal of Supercomputing, 79, pp. 10725 - 10746,
    Journal articles | 2023
    Gao F; Yu C; Gao B; Chen Y; Zhang H, 2023, 'Dynamic multiple multicasts routing and wavelength assignment for realizing modified artificial fish model in mesh-based ONoC', Optical Switching and Networking, 50,
    Journal articles | 2023
    Xia C; Chen Y; Zhang H; Wu J, 2023, 'STADIA: Photonic Stochastic Gradient Descent for Neural Network Accelerators', ACM Transactions on Embedded Computing Systems, 22,
    Journal articles | 2023
    Xia C; Chen Y; Zhang H; Zhang H; Dai F; Wu J, 2023, 'Efficient Neural Network Accelerators with Optical Computing and Communication', Computer Science and Information Systems, 29, pp. 513 - 535,
    Journal articles | 2023
    Xiao G; Zhang H; Huang Z; Chen Y, 2023, 'Decentralized piggybacking-based dissemination of Cooperative Awareness Messages in vehicular ad-hoc networks', Computer Networks, 236,
    Journal articles | 2023
    Yang W; Chen Y; Huang Z; Zhang H; Gu H, 2023, 'Routing and Wavelength Assignment for Multiple Multicasts in Optical Network-on-Chip (ONoC)', IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 42, pp. 4934 - 4947,
    Journal articles | 2023
    Yu C; Gao F; Gao B; Chen Y, 2023, 'h-Restricted H-structure connectivity and h-restricted H-substructure connectivity of hypercube', Journal of Supercomputing, 79, pp. 8499 - 8512,
    Journal articles | 2023
    Zhang H; Huang Z; Chen Y; Liang J; Gao X, 2023, 'ESA: An efficient sequence alignment algorithm for biological database search on Sunway TaihuLight', Parallel Computing, 117,
    Journal articles | 2022
    Ahmad W; Zhang H; Chen Y; Iqbal N, 2022, 'Low RF-Complexity Digital Transmit Beamforming for Large-Scale Millimeter Wave MIMO Systems', IEEE Transactions on Wireless Communications, 21, pp. 8308 - 8321,
    Journal articles | 2022
    Xia C; Wu Y; Chen L; Chen Y; Wu J, 2022, 'Three-stage auction scheme for computation offloading on mobile blockchain with edge computing', Concurrency and Computation: Practice and Experience, 34,
    Journal articles | 2022
    Zhang F; Gao R; Huang Z; Jiang C; Chen Y; Zhang H, 2022, 'Complex Modified Projective Difference Function Synchronization of Coupled Complex Chaotic Systems for Secure Communication in WSNs', Mathematics, 10,
    Journal articles | 2022
    Zhang L; Fang F; Huang G; Chen Y; Zhang H; Jiang Y; Ma W, 2022, 'Energy-Efficient Non-Orthogonal Multiple Access for Downlink Communication in Mobile Edge Computing Systems', IEEE Transactions on Mobile Computing, 21, pp. 4310 - 4322,
    Journal articles | 2021
    Liu J; Gu H; Wei W; Chen Z; Chen Y, 2021, 'An efficient shortest path algorithm for content-based routing on 2-D mesh accelerator networks', Future Generation Computer Systems, 114, pp. 519 - 530,
    Journal articles | 2021
    Yang W; Chen Y; Huang Z; Zhang H; Gu H; Zhao J, 2021, 'Cluster-based routing and wavelength assignment for multiple multicasts in 3D Optical Network-on-Chip', Optics Express, 29, pp. 42394 - 42410,
    Journal articles | 2021
    Zhu L; Gu H; Yang Y; Chen Y, 2021, 'Making path selection faster: A routing algorithm for ONoC', Optics Express, 29, pp. 10221 - 10235,
    Journal articles | 2019
    Arghavani A; Zhang H; Huang Z; Chen Y, 2019, 'CHIMP: A Learning-based Power-aware Communication Protocol for Wireless Body Area Networks', ACM Transactions on Embedded Computing Systems, 18,
    Journal articles | 2019
    Liu F; Zhang H; Chen Y; Huang Z; Gu H, 2019, 'Wavelength-Reused Hierarchical Optical Network on Chip Architecture for Manycore Processors', IEEE Transactions on Sustainable Computing, 4, pp. 231 - 244,
    Journal articles | 2019
    Zhang F; Sun K; Chen Y; Zhang H; Jiang C, 2019, 'Parameters identification and adaptive tracking control of uncertain complex-variable chaotic systems with complex parameters', Nonlinear Dynamics, 95, pp. 3161 - 3176,
    Journal articles | 2018
    Li Y; Wang K; Gu H; Yang Y; Su N; Chen Y; Zhang H, 2018, 'A joint optimization method for NoC topology generation', Journal of Supercomputing, 74, pp. 2916 - 2934,
    Journal articles | 2017
    Bai L; Gu H; Chen Y; Zhang H; Xu X; Yang Y, 2017, 'System-level modeling and performance evaluation of multistage optical network on chips (MONoCs)', Photonic Network Communications, 34, pp. 25 - 33,
    Journal articles | 2017
    Li Y; Wu J; Chen Y; Xiao Z; Geng L; Zhang F; Wu J, 2017, 'Is Correlation Ranking Really Reliable for the Performance Counter Selection Conducted for Power Estimation?', Journal of Circuits, Systems and Computers, 26,
    Journal articles | 2017
    Liu X; Gu H; Zhang H; Liu F; Chen Y; Yu X, 2017, 'Energy-Aware on-chip virtual machine placement for cloud-supported cyber-physical systems', Microprocessors and Microsystems, 52, pp. 427 - 437,
    Journal articles | 2017
    Wang Z; Gu H; Chen Y; Yang Y; Wang K, 2017, '3D network-on-chip design for embedded ubiquitous computing systems', Journal of Systems Architecture, 76, pp. 39 - 46,
    Journal articles | 2017
    Zhang H; Wan L; Chen Y; Yang LT; Peng L, 2017, 'Adaptive message routing and replication in mobile opportunistic networks for connected communities', ACM Transactions on Internet Technology, 18,
    Journal articles | 2016
    Hou R; Wu J; Chen Y; Zhang H, 2016, 'Note on edge-colored graphs for networks with homogeneous faults', Computer Journal, 59, pp. 1470 - 1478,
    Journal articles | 2016
    Li Y; Wu J; Chen Y; Mair J; Eyers D; Huang Z, 2016, 'Power Neighboring Interval Matching Based PMC Integration', Journal of Circuits, Systems and Computers, 25,
    Journal articles | 2016
    Wang Z; Gu H; Yang Y; Zhang H; Chen Y, 2016, 'An adaptive partition-based multicast routing scheme for mesh-based Networks-on-Chip', Computers and Electrical Engineering, 51, pp. 235 - 251,
    Journal articles | 2015
    Hou R; Wu JG; Chen Y; Zhang H; Sui XF, 2015, 'Constructing Edge-Colored Graph for Heterogeneous Networks', Journal of Computer Science and Technology, 30, pp. 1154 - 1160,
    Journal articles | 2014
    Al-Hinai A; Zhang H; Chen Y; Li Y, 2014, 'TB-SnW: Trust-based Spray-and-Wait routing for delay-tolerant networks', Journal of Supercomputing, 69, pp. 593 - 609,
    Journal articles | 2014
    Li Y; Liao S; Yi D; Wu J; Chen Y, 2014, 'Independent components based blur face identification', Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics, 26, pp. 1997 - 2006
    Journal articles | 2013
    Leung KC; Chen Y; Huang Z, 2013, 'Restricted admission control in view-oriented transactional memory', Journal of Supercomputing, 63, pp. 348 - 366,
    Journal articles | 2011
    Chen Y; Shen H; Zhang H, 2011, 'Routing and wavelength assignment for hypercube communications embedded on optical chordal ring networks of degrees 3 and 4', Computer Communications, 34, pp. 875 - 882,
    Journal articles | 2011
    Chen Y; Shen H, 2011, 'Embedding meshes and tori on double-loop networks of the same size', IEEE Transactions on Computers, 60, pp. 1157 - 1168,
    Journal articles | 2010
    Chen Y; Shen H, 2010, 'Routing and wavelength assignment for hypercube in array-based WDM optical networks', Journal of Parallel and Distributed Computing, 70, pp. 59 - 68,
    Journal articles | 2006
    Chen Y; Shen H; Liu F, 2006, 'Wavelength assignment for realizing parallel FFT on regular optical networks', Journal of Supercomputing, 36, pp. 3 - 16,
    Journal articles | 2005
    Chen Y; Liu F; Zhang H, 2005, 'Wavelength assignment of parallel FFT communication patterns on a class of regular WDM optical networks', Jisuanji Yanjiu yu Fazhan/Computer Research and Development, 42, pp. 1231 - 1234,
    Journal articles | 2005
    Chen Y; Liu F, 2005, 'Implementation of wavelength assignment algorithm of Hopfield network on WDM optical networks', Jisuanji Gongcheng/Computer Engineering, 31
  • Conference Papers | 2024
    Yang W; Yue R; Chen Y; Zhao J, 2024, 'SSR-MGTI: Self-attention Sequential Recommendation Algorithm Based on Movie Genre Time Interval', in Lecture Notes in Electrical Engineering, pp. 154 - 166,
    Conference Posters | 2023
    Dai F; Chen Y; Huang Z; Zhang H; Zhang F, 2023, 'POSTER: Efficient All-reduce for Distributed DNN Training in Optical Interconnect Systems', pp. 422 - 424,
    Conference Papers | 2023
    Dai F; Chen Y; Huang Z; Zhang H, 2023, 'OpTree: An Efficient Algorithm for All-gather Operation in Optical Interconnect Systems', in IEEE International Conference on Communications, pp. 428 - 434,
    Conference Papers | 2023
    Dai F; Chen Y; Huang Z; Zhang H, 2023, 'Wrht: Efficient All-reduce for Distributed DNN Training in Optical Interconnect Systems', in ACM International Conference Proceeding Series, pp. 556 - 565,
    Conference Papers | 2023
    Zhang H; Chen Y; Huang Z; Zhang H; Dai F, 2023, 'SEECHIP: A Scalable and Energy-Efficient Chiplet-based GPU Architecture Using Photonic Links', in ACM International Conference Proceeding Series, pp. 566 - 575,
    Conference Papers | 2022
    Dai F; Chen Y; Huang Z; Zhang H, 2022, 'Performance Comparison of Multi-layer Perceptron Training on Electrical and Optical Network-on-Chips', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 129 - 141,
    Preprints | 2022
    Gao F; Yu C; Chen Y; Gao B, 2022, Routing and wavelength assignment algorithm for mesh-based multiple multicasts in optical network-on-chip,
    Conference Papers | 2022
    Xia C; Chen Y; Zhang H; Zhang H; Wu J, 2022, 'Photonic Computing and Communication for Neural Network Accelerators', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 121 - 128,
    Conference Papers | 2021
    Zhang H; Chen Y; Huang Z; Xia C; Liang J; Gu H, 2021, 'Comparative Analysis of Simulators for Optical Network-on-Chip (ONoC)', in Proceedings - International Symposium on Parallel Architectures, Algorithms and Programming, PAAP, pp. 19 - 23,
    Conference Papers | 2020
    Ahmad W; Zhang H; Chen Y; Iqbal N, 2020, 'Full Digital Transmit Beamforming with Low RF Complexity for Large-scale mmWave MIMO system', in IEEE International Conference on Communications,
    Conference Papers | 2020
    Yang W; Chen Y; Huang Z; Zhang H; Gu H; Yu C, 2020, 'A survey of multicast communication in optical network-on-chip (Onoc)', in Communications in Computer and Information Science, pp. 58 - 70,
    Conference Papers | 2019
    Yang W; Chen Y; Huang Z; Zhang H; Gu H, 2019, 'Path-based routing and wavelength assignment for multiple multicasts in optical network-on-chip', in Proceedings - 21st IEEE International Conference on High Performance Computing and Communications, 17th IEEE International Conference on Smart City and 5th IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2019, pp. 1155 - 1162,
    Conference Papers | 2018
    Chen Y; Zhang H; Zhang F, 2018, 'Difference function projective synchronization for secure communication based on complex chaotic systems', in Proceedings - 5th IEEE International Conference on Cyber Security and Cloud Computing and 4th IEEE International Conference on Edge Computing and Scalable Cloud, CSCloud/EdgeCom 2018, pp. 52 - 57,
    Conference Papers | 2018
    Fedorov A; Zhang H; Chen Y, 2018, 'User localization using random access channel signals in LTE networks with massive MIMO', in Proceedings - International Conference on Computer Communications and Networks, ICCCN,
    Conference Papers | 2018
    Yang W; Chen Y; Huang Z; Zhang H, 2018, 'RWADMM: Routing and wavelength assignment for distribution-based multiple multicasts in ONoC', in Proceedings - 15th IEEE International Symposium on Parallel and Distributed Processing with Applications and 16th IEEE International Conference on Ubiquitous Computing and Communications, ISPA/IUCC 2017, pp. 550 - 557,
    Conference Papers | 2018
    Zhang F; Sun K; Chen Y; Zhang H, 2018, 'Adaptive tracking control and parameter identification for uncertain complex-variable chaotic systems', in IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM, pp. 1288 - 1293,
    Conference Papers | 2018
    Zhang J; Chen Y; Zhang H; Zhang F, 2018, 'QoE-aware and energy-efficient transmission of multimedia traffic in wireless networks', in Proceedings - 2018 International Conference on Sensor Networks and Signal Processing, SNSP 2018, pp. 152 - 157,
    Conference Papers | 2017
    Arghavani A; Zhang H; Huang Z; Chen Y, 2017, 'ATPS: Adaptive Transmission Power Selection for Communication in Wireless Body Area Networks', in Proceedings - Conference on Local Computer Networks, LCN, pp. 615 - 618,
    Conference Papers | 2017
    Fedorov A; Zhang H; Chen Y, 2017, 'Geometry-based modeling and simulation of 3D multipath propagation channel with realistic spatial characteristics', in IEEE International Conference on Communications,
    Conference Papers | 2017
    Qi S; Gu H; Zhang H; Chen Y, 2017, 'Testudo: A Low Latency and High-Efficient Memory-Centric Network Using Optical Interconnect', in Proceedings - IEEE Global Communications Conference, GLOBECOM, pp. 1 - 6,
    Conference Papers | 2017
    Xiao G; Zhang H; Hassan H; Chen Y; Huang Z; Sun N, 2017, 'A cooperative offloading game on data recovery for reliable broadcast in VANET', in Concurrency and Computation: Practice and Experience,
    Conference Papers | 2017
    Xiao G; Zhang H; Huang Z; Chen Y, 2017, 'Decentralised data piggybacking and link scheduling for reliable broadcast in VANETs', in MobiWac 2017 - Proceedings of the 15th ACM International Symposium on Mobility Management and Wireless Access, Co-located with MSWiM 2017, pp. 33 - 40,
    Conference Papers | 2016
    Liu F; Zhang H; Chen Y; Huang Z; Gu H, 2016, 'Dynamic Ring-Based Multicast with Wavelength Reuse for Optical Network on Chips', in Proceedings - IEEE 10th International Symposium on Embedded Multicore/Many-Core Systems-on-Chip, MCSoC 2016, pp. 153 - 160,
    Conference Papers | 2016
    Wan L; Zhang H; Liu F; Chen Y, 2016, 'Routing in Delay Tolerant Networks with fine-grained contact characterisation and dynamic message replication', in WoWMoM 2016 - 17th International Symposium on a World of Wireless, Mobile and Multimedia Networks,
    Conference Papers | 2016
    Xiao G; Zhang H; Huang Z; Chen Y, 2016, 'Decentralized cooperative piggybacking for reliable broadcast in the VANET', in IEEE Vehicular Technology Conference,
    Conference Papers | 2015
    Chen Y; Mair J; Huang Z; Eyers D; Zhang H, 2015, 'A State-Based Energy/Performance Model for Parallel Applications on Multicore Computers', in Proceedings of the International Conference on Parallel Processing Workshops, pp. 230 - 239,
    Conference Papers | 2015
    Chen Y; Zhang H; Liu F; Gu H, 2015, 'An optimization framework for routing on optical Network-on-Chips (ONoCs) from a networking perspective', in 2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015,
    Conference Papers | 2015
    Hou R; Chen Y; Wu J; Zhang H, 2015, 'A Brief Survey of Optical Wireless Communication', in Conferences in Research and Practice in Information Technology Series, pp. 41 - 50
    Conference Papers | 2015
    Liu F; Zhang H; Chen Y; Huang Z; Gu H, 2015, 'WRH-ONoC: A wavelength-reused hierarchical architecture for optical Network on Chips', in Proceedings - IEEE INFOCOM, pp. 1912 - 1920,
    Conference Papers | 2015
    Mair J; Huang Z; Eyers D; Chen Y, 2015, 'Quantifying the energy efficiency challenges of achieving exascale computing', in Proceedings - 2015 IEEE/ACM 15th International Symposium on Cluster, Cloud, and Grid Computing, CCGrid 2015, pp. 943 - 950,
    Conference Papers | 2014
    Ibrahim S; Chen Y, 2014, 'Message from the ScalCom 2014 Workshop Chairs', in Proceedings - 2014 IEEE International Conference on Ubiquitous Intelligence and Computing, 2014 IEEE International Conference on Autonomic and Trusted Computing, 2014 IEEE International Conference on Scalable Computing and Communications and Associated Symposia/Workshops, UIC-ATC-ScalCom 2014, pp. xxxiii,
    Conference Papers | 2013
    Chen K; Gu H; Li H; Chen Y; Zhang H, 2013, 'TWC-based approach for improving communication reliability in Optical Network-on-Chip', in IEEE Region 10 Annual International Conference, Proceedings/TENCON,
    Conference Papers | 2013
    Chen Z; Gu H; Chen Y; Zhang H, 2013, 'Wavelength assignment in Optical Network-on-Chip: Design and performance', in IEEE Region 10 Annual International Conference, Proceedings/TENCON,
    Conference Papers | 2013
    Liu R; Gu H; Chen Y; Zhang H, 2013, 'Analyzing packet-level routing in data centers', in Proceedings - 2013 IEEE 11th International Conference on Dependable, Autonomic and Secure Computing, DASC 2013, pp. 648 - 652,
    Conference Papers | 2012
    Chen Q; Chen Y; Huang Z; Guo M, 2012, 'WATS: Workload-aware task scheduling in asymmetric multi-core architectures', in Proceedings of the 2012 IEEE 26th International Parallel and Distributed Processing Symposium, IPDPS 2012, pp. 249 - 260,
    Conference Papers | 2012
    Hinai AA; Zhang H; Chen Y, 2012, 'Mitigating blackhole attacks in Delay Tolerant Networks', in Parallel and Distributed Computing, Applications and Technologies, PDCAT Proceedings, pp. 329 - 334,
    Conference Papers | 2012
    Leung K; Chen Y; Huang Z, 2012, 'When and how VOTM can improve performance in contention situations', in Proceedings of the International Conference on Parallel Processing Workshops, pp. 1 - 10,
    Conference Papers | 2009
    Chen Y; Shen H; Zhang H, 2009, 'A novel P-shape tessellation approach on double-loop networks', in ITME2009 - Proceedings 2009 IEEE International Symposium on IT in Medicine and Education, pp. 507 - 511,
    Conference Papers | 2008
    Zhang H; Shen H; Chen Y; Zhang Z, 2008, 'Brief announcement: Balancing energy consumption for uniform data gathering wireless sensor networks', in Proceedings of the Annual ACM Symposium on Principles of Distributed Computing, pp. 436
    Conference Papers | 2007
    Chen Y; Shen H, 2007, 'Wavelength assignment for directional hypercube communications on a class of WDM optical networks', in Proceedings of the International Conference on Parallel Processing, pp. 71 - 78,
    Conference Papers | 2007
    Yawen C; Hong S, 2007, 'RWA of hypercube communications embedded on a family of optical double-loop networks', in ICON 2007 - Proceedings of the 2007 15th IEEE International Conference on Networks, pp. 149 - 154,
    Conference Papers | 2006
    Chen Y; Shen H; Zhang H, 2006, 'Embedding hypercube communications on optical chordal ring networks', in Proceedings - Conference on Local Computer Networks, LCN, pp. 437 - 442,
    Conference Papers | 2005
    Chen Y; Shen H, 2005, 'Wavelength assignment for parallel FFT communication pattern on linear arrays by lattice embedding', in Parallel and Distributed Computing, Applications and Technologies, PDCAT Proceedings, pp. 220 - 224,
    Conference Papers | 2004
    Liu FA; Chen YW, 2004, 'Wavelength assignment of parallel FFT communication pattern on a class of regular optical WDM networks', in Proceedings of the International Symposium on Parallel Architectures, Algorithms and Networks, I-SPAN, pp. 495 - 500

ÌýMy research interests include:

AI Acceleration with Photonic Computing and Communication (AI accelerators, Optimization, Chiplet)

Resource Optimization in Computer Systems/Networks/ArchitecturesÌý

Parallel and Distributed Computing (IoT, parallel model, multicore computers)

Wired/Wireless Networks (Optical Network-on-Chips, Sensor Networks, Data Center Networks)

High-Performance Computing (Optical Computing/ Communication, Green/Cloud Computing)

Energy-related Research (Energy-efficient Design/Energy Modeling)

Graph Theory and its Applications (Geometric Embedding)

AI-related Educational Project