By Associate Professor Derrick Wing Kwan Ng

Conference Papers

Zuo W; Li C; Wang Y; Cheng B; Ren Z; Wang S; Ng DWK; Wu Y-C, 2026, 'HPTune: Hierarchical Proactive Tuning for Collision-Free Model Predictive Control', in ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, pp. 20162 - 20166, presented at ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 03 May 2026 - 08 May 2026, http://dx.doi.org/10.1109/icassp55912.2026.11463367

Quang NDM; Liu C; Nguyen HT; Li S; Ng DWK; Xiang W, 2026, '3D Dynamic Radio Map Prediction Using Vision Transformers for Low-Altitude Wireless Networks', in IEEE International Conference on Communications, http://dx.doi.org/10.1109/ICC59461.2026.11587465

Song X; Yu X; Xu J; Kwan Ng DW, 2026, 'Detection in Bistatic ISAC with Deterministic Sensing and Gaussian Information Signals', in IEEE International Conference on Communications, http://dx.doi.org/10.1109/ICC59461.2026.11586040

Jin Y; Wang S; Li Z; Lei J; Lin Q; Wu YC; Ng DWK, 2026, 'Energy Optimization for Real-Time 3D Reconstruction in Near-Field XR Systems', in 2026 IEEE International Conference on Communications Workshops Icc Workshops 2026 Proceedings, http://dx.doi.org/10.1109/ICCWorkshops63917.2026.11586364

Yang J; Wang Q; Li S; Yuan P; Yuan W; Song L; Kwan Ng DW; Ma X, 2026, 'Finite-Length E-I Region Analysis and a Polar-Coded PAS Scheme for Nonlinear-EH SWIPT', in IEEE International Conference on Communications, http://dx.doi.org/10.1109/ICC59461.2026.11588166

Zhang X; Li Z; Li S; Wan K; Ng DWK; Caire G, 2026, 'Information-Theoretic Secure Aggregation in Decentralized Networks', in IEEE International Conference on Communications, http://dx.doi.org/10.1109/ICC59461.2026.11587614

Cheng Q; Shi Z; Ma Y; Li Y; Ng DWK, 2026, 'LLM-Guided Reinforcement Learning for OTFS-Enabled Low-Altitude Wireless Networks', in 2026 IEEE International Conference on Communications Workshops Icc Workshops 2026 Proceedings, http://dx.doi.org/10.1109/ICCWorkshops63917.2026.11586250

Zhang Y; Hu S; Mishra D; Ng DWK, 2026, 'Movable-Antenna Array-Enhanced Energy-Efficient RSMA Communication Networks', in IEEE International Conference on Communications, http://dx.doi.org/10.1109/ICC59461.2026.11587027

Du R; Wei Z; Yang Z; Liu YF; Zhou B; Ng DWK, 2026, 'OFDM Waveform Optimization for Bistatic Integrated Sensing and Communications', in 2026 IEEE International Conference on Communications Workshops Icc Workshops 2026 Proceedings, http://dx.doi.org/10.1109/ICCWorkshops63917.2026.11586314

Jin X; Li G; Wang S; Liu F; Wen M; Arslan H; Kwan Ng DW; Xu C, 2026, 'Planning Oriented Integrated Sensing and Communication', in IEEE International Conference on Communications, http://dx.doi.org/10.1109/ICC59461.2026.11587040

Xu Y; Sun J; Zhang J; Kwan Ng DW, 2025, 'Max-Min SINR Optimization in RIS-Assisted Communications with Passive Matching Networks', in 2025 30th Asia-Pacific Conference on Communications (APCC), IEEE, pp. 1 - 6, presented at 2025 30th Asia-Pacific Conference on Communications (APCC), 26 November 2025 - 28 November 2025, http://dx.doi.org/10.23919/apcc64555.2025.11279907

Khodkar Z; Yan S; Shah SAA; Biswa R; De Souza P; Uggalla L; Ng DWK, 2025, 'CubeSat Downlink Communications Enhanced by Movable Antennas', in Valenti M; Reed D; Torres M (eds.), IEEE International Conference on Communications, Institute of Electrical and Electronics Engineers (IEEE), CANADA, Quebec, pp. 1061 - 1066, presented at ICC 2025 - IEEE International Conference on Communications, CANADA, Quebec, 08 June 2025 - 12 June 2025, http://dx.doi.org/10.1109/ICC52391.2025.11161675

Nie M; Chong R; Li S; Yuan W; Ng DWK; Matthaiou M; Caire G; Li Y, 2025, 'A Novel Cross-Domain Channel Estimation Scheme for OFDM', in Proceedings IEEE Global Communications Conference Globecom, pp. 5133 - 5138, http://dx.doi.org/10.1109/GLOBECOM59602.2025.11432078

Zhang Q; Yan S; Zhou X; Shu F; Kwan Ng DW; Schober R, 2025, 'A Sensing-Based Two-Phase Secure ISAC Framework', in 2025 IEEE International Conference on Communications Workshops Icc Workshops 2025, pp. 1245 - 1250, http://dx.doi.org/10.1109/ICCWorkshops67674.2025.11162369

Singh A; Singh K; Kaushik A; Kwan Ng DW; Biswas S, 2025, 'Adaptive Neural Network Optimization for Fully Connected STAR-RIS-Aided NOMA Networks', in 2025 IEEE International Conference on Communications Workshops Icc Workshops 2025, pp. 190 - 195, http://dx.doi.org/10.1109/ICCWorkshops67674.2025.11162442

Wang W; Qiao D; Yang L; Zhan Y; Kwan Ng DW, 2025, 'Analysis of Energy Efficiency of IRS-aided Wireless Communication Systems Under Statistical QoS Constraints', in 2025 IEEE International Conference on Communications Workshops Icc Workshops 2025, pp. 861 - 867, http://dx.doi.org/10.1109/ICCWorkshops67674.2025.11162459

Du R; Wei Z; Yang Z; Zeng Y; Kwan Ng DW, 2025, 'Channel Knowledge Map-assisted Dual-domain Tracking for High-mobility Wireless Networks', in 2025 IEEE International Conference on Communications Workshops Icc Workshops 2025, pp. 336 - 341, http://dx.doi.org/10.1109/ICCWorkshops67674.2025.11162289

Yang J; Hu W; Li S; Jiang Y; Wang X; Kwan Ng DW; Caire G, 2025, 'Complexity-Scalable Near-Optimal Transceiver Design for MIMO-BICM Systems with Ill-Conditioned Channel Matrix', in Proceedings IEEE Global Communications Conference Globecom, pp. 895 - 900, http://dx.doi.org/10.1109/GLOBECOM59602.2025.11432137

Huang L; Zhang J; Ng DWK, 2025, 'Fairness Optimization in Next-Generation Dense WLANs with ISAC', in IEEE Vehicular Technology Conference, http://dx.doi.org/10.1109/VTC2025-Spring65109.2025.11174905

Zhang X; Xu D; Wang J; Song S; Tsui CY; Kwan Ng DW; Debbah M, 2025, 'FAS-RIS-Aided Multi-User Systems With Linear Precoding: Random Matrix Analysis and Two-Timescale Design', in Proceedings IEEE Global Communications Conference Globecom, pp. 2378 - 2383, http://dx.doi.org/10.1109/GLOBECOM59602.2025.11432288

Liu C; Li H; Li Z; Wang S; Xu W; Ye K; Ng DWK; Xu C, 2025, 'Green Robotic Mixed Reality with Gaussian Splatting', in IEEE Conference on Computer Communications Workshops INFOCOM Wkshps 2025, http://dx.doi.org/10.1109/INFOCOMWKSHPS65812.2025.11152763

Zhang X; Xiang L; Wang J; Zhu P; Ng DWK; Gao X, 2025, 'Hybrid Precoding Optimization for mmWave Massive MIMO with Finite Blocklength', in IEEE Wireless Communications and Networking Conference Wcnc, http://dx.doi.org/10.1109/WCNC61545.2025.10978558

Cao Z; Sun J; Zhang J; Kwan Ng DW, 2025, 'Joint Trajectory Optimization and Resource Allocation of UAV in Urban ISAC Network', in 2025 30th Asia Pacific Conference on Communications Apcc 2025, http://dx.doi.org/10.23919/APCC64555.2025.11279953

Cheng Q; Shi Z; Yuan W; Jayalath D; Ma Y; Li S; Ng DWK, 2025, 'LLM-ISAC: A Large Language Model Empowered Integrated Sensing and Communication System', in Proceedings IEEE Global Communications Conference Globecom, pp. 4915 - 4920, http://dx.doi.org/10.1109/GLOBECOM59602.2025.11432346

Lei H; Zhang J; Liu Z; Xiao H; Ai B; Ng DWK; Nallanathan A, 2025, 'Mixed Model- and Data-Driven Spatial Non-Stationary Channel Estimation for Near-Field XL-MIMO Systems', in IEEE Workshop on Signal Processing Advances in Wireless Communications Spawc, http://dx.doi.org/10.1109/SPAWC66079.2025.11143444

Li N; Wu P; Zhu L; Ng DWK, 2025, 'Movable-Antenna Array Enhanced Downlink NOMA', in 2025 IEEE International Conference on Communications Workshops Icc Workshops 2025, pp. 44 - 49, http://dx.doi.org/10.1109/ICCWorkshops67674.2025.11162153

Cheng Q; Shi Z; Denman S; Fookes C; Yuan J; Kwan Ng DW, 2025, 'MTL-DFM: Multi-Task Learning and Diffusion Model for ISAC Systems', in IEEE International Conference on Communications, pp. 6705 - 6710, http://dx.doi.org/10.1109/ICC52391.2025.11161122

Xia M; Xu W; Xu J; He Z; Yang Z; Ng DWK, 2025, 'Multi-Cell Coordinated Beamforming for Integrate Communication and Multi-Tmt Localization', in IEEE International Conference on Communications, pp. 6651 - 6656, http://dx.doi.org/10.1109/ICC52391.2025.11160842

Chen J; Wang S; Li G; Xu W; Zhu G; Ng DWK; Xu C, 2025, 'Opportunistic Collaborative Planning with Large Vision Model Guided Control and Joint Query-Service Optimization', in IEEE International Conference on Intelligent Robots and Systems, pp. 951 - 958, http://dx.doi.org/10.1109/IROS60139.2025.11245999

Wang W; Qiao D; Yang L; Zhan Y; Kwan Ng DW, 2025, 'Optimal Resource Allocation Design for Wideband ISAC Systems with Discrete True-Time Delayers', in IEEE Wireless Communications and Networking Conference Wcnc, http://dx.doi.org/10.1109/WCNC61545.2025.10978728

Mondal S; Singh K; Kwan Ng DW; Li CP; Ding Z, 2025, 'Outage Performance of RIS-Aided NOMA ISAC Network for LEO Satellite System', in 2025 IEEE International Conference on Communications Workshops Icc Workshops 2025, pp. 1556 - 1561, http://dx.doi.org/10.1109/ICCWorkshops67674.2025.11162359

Zhang J; Zhu Y; Zhao N; Jin S; Wang X; Ng DWK; Al-Dhahir N, 2025, 'Performance-Complexity Tradeoff for ISAC Transceiver Design: A Deep Unfolding Method', in IEEE International Conference on Communications, pp. 4433 - 4438, http://dx.doi.org/10.1109/ICC52391.2025.11161873

Shao X; Jiang Q; Ng DWK; Al-Dhahir N, 2025, 'Polarized 6D Movable Antenna for Wireless Communication: Channel Modeling and Optimization', in Proceedings IEEE Global Communications Conference Globecom, pp. 2114 - 2119, http://dx.doi.org/10.1109/GLOBECOM59602.2025.11432796

Zhao R; Hu S; Mishra D; Kwan Ng DW, 2025, 'Resource Allocation for Multi-waveguide Pinching Antenna-assisted Broadcast Networks', in IEEE Globecom Workshops GC Wkshps, pp. 842 - 848, http://dx.doi.org/10.1109/GCWkshps68340.2025.11590996

Ding C; Zheng J; Zhang J; Ge X; Ng DWK, 2025, 'Resource Allocation for RIS-Assisted Mixed Near-and Far-Field Communication with Directional Antenna', in IEEE Wireless Communications and Networking Conference Wcnc, http://dx.doi.org/10.1109/WCNC61545.2025.10978151

Chen Z; Yan S; Li L; Yang L; Ng DWK; Schober R, 2025, 'Securing Probabilistic Wireless Transmissions Against a Power-Constrained Eavesdropper', in IEEE International Conference on Communications, pp. 6359 - 6364, http://dx.doi.org/10.1109/ICC52391.2025.11160901

Liu C; Zhang H; Wu W; Zhou F; Wu Q; Ng DWK; Chae CB, 2025, 'SpectrumFM: Redefining Spectrum Cognition via Foundation Modeling', in Proceedings IEEE Global Communications Conference Globecom, pp. 3861 - 3866, http://dx.doi.org/10.1109/GLOBECOM59602.2025.11432674

Hu S; Zhao R; Liao Y; Ng DWK; Yuan J, 2025, 'Sum-Rate Maximization for Pinching Antenna-assisted NOMA Systems with Multiple Dielectric Waveguides', in IEEE Globecom Workshops GC Wkshps, pp. 411 - 417, http://dx.doi.org/10.1109/GCWkshps68340.2025.11591116

Zhou X; Wang C; Zhang H; Jin L; Kwan Ng DW, 2025, 'Unsupervised CVNN Hybrid Beamforming for Secure Near-Field THz-ISAC in XL-MIMO', in Proceedings IEEE Global Communications Conference Globecom, pp. 3611 - 3617, http://dx.doi.org/10.1109/GLOBECOM59602.2025.11432723

Hu W; He Z; Xu W; Wang J; Ng DWK, 2024, 'Integrated Sensing and Energy-Efficient Communication with Near-Field Beamfocusing', Institute of Electrical and Electronics Engineers (IEEE), pp. 1 - 6, presented at 2024 IEEE Globecom Workshops (GC Wkshps), http://dx.doi.org/10.1109/gcwkshp64532.2024.11100682

Zhou X; Wang C; Zhang H; Sun Y; Wang C; Ng DWK, 2024, 'Practical Wiretap Code Design via Integration of Information Theory and Deep Learning', in 2024 IEEE GLOBECOM WORKSHOPS, GC WKSHPS, IEEE, SOUTH AFRICA, Cape Town, presented at 2024 Globecom Workshops-GLOBECOM, SOUTH AFRICA, Cape Town, 08 December 2024 - 12 December 2024, http://dx.doi.org/10.1109/GCWkshp64532.2024.11101598

Jin Z; You L; Kwan Ng DW; Xia XG; Gao X, 2024, 'A Generative Denoising Approach for Near-Field XL-MIMO Channel Estimation', in Proceedings IEEE Global Communications Conference Globecom, pp. 3443 - 3448, http://dx.doi.org/10.1109/GLOBECOM52923.2024.10901741

Chong R; Li S; Wei Z; Matthaiou M; Ng DWK; Caire G, 2024, 'Analysis of Cross-Domain Message Passing for OTFS Transmissions', in 2024 IEEE Information Theory Workshop Itw 2024, pp. 424 - 429, http://dx.doi.org/10.1109/ITW61385.2024.10806925

Chen W; Wei Z; Yang Z; Kwan Ng DW; Matthaiou M, 2024, 'Beamforming Design for RIS-Aided MIMO Communication: A Piece-Wise Near-Field Model', in International Conference on Communications in China Iccc Workshops 2024, pp. 385 - 390, http://dx.doi.org/10.1109/ICCCWorkshops62562.2024.10693716

Yuan L; Zhou F; Wu Q; Ng DWK, 2024, 'Channel Prediction-Enhanced Intelligent Resource Allocation for Dynamic Spectrum-Sharing Networks', in IEEE International Conference on Communications, pp. 2767 - 2772, http://dx.doi.org/10.1109/ICC51166.2024.10623083

Gan S; Chen K; Zhang J; Xiang L; Ng DWK; Ge X, 2024, 'Completion Time Minimization for Adaptive Semi-Asynchronous Federated Learning over Wireless Networks', in IEEE International Symposium on Personal Indoor and Mobile Radio Communications PIMRC, http://dx.doi.org/10.1109/PIMRC59610.2024.10817265

Liu Z; Zhang J; Shi E; Zhu Y; Kwan Ng DW; Ai B, 2024, 'Distributed Collaborative User Positioning for Cell-Free Massive MIMO with Multi-Agent Reinforcement Learning', in IEEE Workshop on Signal Processing Advances in Wireless Communications Spawc, pp. 466 - 470, http://dx.doi.org/10.1109/SPAWC60668.2024.10694224

Liu S; Yu X; Gao Z; Ng DWK, 2024, 'DPSS-Based Codebook Design for Near-Field XL-MIMO Channel Estimation', in IEEE International Conference on Communications, pp. 3864 - 3870, http://dx.doi.org/10.1109/ICC51166.2024.10622872

Liu H; An J; Ng DWK; Alexandropoulos GC; Gan L, 2024, 'DRL-Based Orchestration of Multi-User MISO Systems with Stacked Intelligent Metasurfaces', in IEEE International Conference on Communications, pp. 4991 - 4996, http://dx.doi.org/10.1109/ICC51166.2024.10622385

Zhang J; Gong S; Lu W; Xing C; Zhao N; Ng DWK; Niyato D, 2024, 'Dual-Functional Waveform Design for STAR-RIS Aided ISAC via Deep Reinforcement Learning', in IEEE International Symposium on Personal Indoor and Mobile Radio Communications PIMRC, http://dx.doi.org/10.1109/PIMRC59610.2024.10817375

Back to profile page