- Attiah, K., Wang, P., Mansour, H., Koike-Akino, T., Boufounos, P.T., "Enabling DMG Wi-Fi Sensing in Data Transmission Intervals by Exploiting Beam Training Codebook", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2025.
BibTeX TR2025-026 PDF- @inproceedings{Attiah2025mar,
- author = {Attiah, Kareem and Wang, Pu and Mansour, Hassan and Koike-Akino, Toshiaki and Boufounos, Petros T.},
- title = {{Enabling DMG Wi-Fi Sensing in Data Transmission Intervals by Exploiting Beam Training Codebook}},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2025,
- month = mar,
- url = {https://www.merl.com/publications/TR2025-026}
- }
- Yataka, R., Wang, P., Boufounos, P.T., Takahashi, R., "Multi-View Radar Detection Transformer with Differentiable Positional Encoding", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2025.
BibTeX TR2025-027 PDF- @inproceedings{Yataka2025mar,
- author = {Yataka, Ryoma and Wang, Pu and Boufounos, Petros T. and Takahashi, Ryuhei},
- title = {{Multi-View Radar Detection Transformer with Differentiable Positional Encoding}},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2025,
- month = mar,
- url = {https://www.merl.com/publications/TR2025-027}
- }
- Chen, X., Wang, Y., Brand, M., Wang, P., Liu, J., Koike-Akino, T., "Slaying the HyDRA: Parameter-Efficient Hyper Networks with Low-Displacement Rank Adaptation", Advances in Neural Information Processing Systems (NeurIPS), December 2024.
BibTeX TR2024-157 PDF Presentation- @inproceedings{Chen2024dec,
- author = {Chen, Xiangyu and Wang, Ye and Brand, Matthew and Wang, Pu and Liu, Jing and Koike-Akino, Toshiaki},
- title = {{Slaying the HyDRA: Parameter-Efficient Hyper Networks with Low-Displacement Rank Adaptation}},
- booktitle = {Workshop on Adaptive Foundation Models: Evolving AI for Personalized and Efficient Learning at Neural Information Processing Systems (NeurIPS)},
- year = 2024,
- month = dec,
- url = {https://www.merl.com/publications/TR2024-157}
- }
- Chen, X., Liu, J., Wang, Y., Wang, P., Brand, M., Wang, G., Koike-Akino, T., "SuperLoRA: Parameter-Efficient Unified Adaptation of Large Foundation Models", British Machine Vision Conference (BMVC), November 2024.
BibTeX TR2024-156 PDF Presentation- @inproceedings{Chen2024nov,
- author = {Chen, Xiangyu and Liu, Jing and Wang, Ye and Wang, Pu and Brand, Matthew and Wang, Guanghui and Koike-Akino, Toshiaki},
- title = {{SuperLoRA: Parameter-Efficient Unified Adaptation of Large Foundation Models}},
- booktitle = {British Machine Vision Conference (BMVC)},
- year = 2024,
- month = nov,
- publisher = {British Machine Vision Association},
- url = {https://www.merl.com/publications/TR2024-156}
- }
- Yataka, R., Cardace, A., Wang, P., Boufounos, P.T., Takahashi, R., "RETR: Multi-View Radar Detection Transformer for Indoor Perception", Advances in Neural Information Processing Systems (NeurIPS), A. Globerson and L. Mackey and D. Belgrave and A. Fan and U. Paquet and J. Tomczak and C. Zhang, Eds., November 2024, pp. 19839-19869.
BibTeX TR2024-159 PDF Software- @inproceedings{Yataka2024nov3,
- author = {Yataka, Ryoma and Cardace, Adriano and Wang, Pu and Boufounos, Petros T. and Takahashi, Ryuhei},
- title = {{RETR: Multi-View Radar Detection Transformer for Indoor Perception}},
- booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
- year = 2024,
- editor = {A. Globerson and L. Mackey and D. Belgrave and A. Fan and U. Paquet and J. Tomczak and C. Zhang},
- pages = {19839--19869},
- month = nov,
- publisher = {Curran Associates, Inc.},
- url = {https://www.merl.com/publications/TR2024-159}
- }
- Jin, S., Wang, P., Boufounos, P.T., Orlik, P.V., Takahashi, R., Roy, S., "Spatial-Domain Mutual Interference Mitigation for MIMO-FMCW Automotive Radar", IEEE Transactions on Vehicular Technology, DOI: 10.1109/TVT.2024.3467917, September 2024.
BibTeX TR2024-148 PDF- @article{Jin2024sep,
- author = {Jin, Sian and Wang, Pu and Boufounos, Petros T. and Orlik, Philip V. and Takahashi, Ryuhei and Roy, Sumit},
- title = {{Spatial-Domain Mutual Interference Mitigation for MIMO-FMCW Automotive Radar}},
- journal = {IEEE Transactions on Vehicular Technology},
- year = 2024,
- month = sep,
- doi = {10.1109/TVT.2024.3467917},
- issn = {1939-9359},
- url = {https://www.merl.com/publications/TR2024-148}
- }
- Rahman, M., Yataka, R., Kato, S., Wang, P., Li, P., Cardace, A., Boufounos, P.T., "MMVR: Millimeter-wave Multi-View Radar Dataset and Benchmark for Indoor Perception", European Conference on Computer Vision (ECCV), DOI: 10.1007/978-3-031-72986-7_18, September 2024, pp. 306–322.
BibTeX TR2024-117 PDF Data- @inproceedings{Rahman2024sep,
- author = {Rahman, Mahbub and Yataka, Ryoma and Kato, Sorachi and Wang, Pu and Li, Peizhao and Cardace, Adriano and Boufounos, Petros T.},
- title = {{MMVR: Millimeter-wave Multi-View Radar Dataset and Benchmark for Indoor Perception}},
- booktitle = {European Conference on Computer Vision (ECCV)},
- year = 2024,
- pages = {306–322},
- month = sep,
- publisher = {Springer},
- doi = {10.1007/978-3-031-72986-7_18},
- url = {https://www.merl.com/publications/TR2024-117}
- }
- Kato, S., Wang, P., Koike-Akino, T., Fujihashi, T., Mansour, H., Boufounos, P.T., "Multi-Band Wi-Fi Neural Dynamic Fusion", arXiv, July 2024.
BibTeX arXiv- @article{Kato2024jul,
- author = {Kato, Sorachi and Wang, Pu and Koike-Akino, Toshiaki and Fujihashi, Takuya and Mansour, Hassan and Boufounos, Petros T.},
- title = {{Multi-Band Wi-Fi Neural Dynamic Fusion}},
- journal = {arXiv},
- year = 2024,
- month = jul,
- url = {https://arxiv.org/abs/2407.12937}
- }
- Nagai, Y., Guo, J., Rolfe, B.A., Yano, K., Sumi, T., Parsons, K., Orlik, P.V., Wang, P., "Sub-1 GHz Band Wireless Coexistence Study for OFDM Systems in IEEE 802.19.3a", Workshop on Smart Radio for IoT Era (SRIoT), July 2024.
BibTeX TR2024-090 PDF- @inproceedings{Nagai2024jul,
- author = {Nagai, Yukimasa and Guo, Jianlin and Rolfe, Benjamin A. and Yano, Kazuto and Sumi, Takenori and Parsons, Kieran and Orlik, Philip V. and Wang, Pu},
- title = {{Sub-1 GHz Band Wireless Coexistence Study for OFDM Systems in IEEE 802.19.3a}},
- booktitle = {Workshop on Smart Radio for IoT Era (SRIoT)},
- year = 2024,
- month = jul,
- url = {https://www.merl.com/publications/TR2024-090}
- }
- Chen, X., Liu, J., Wang, Y., Wang, P., Brand, M., Wang, G., Koike-Akino, T., "SuperLoRA: Parameter-Efficient Unified Adaptation for Large Vision Models", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), DOI: 10.1109/CVPRW63382.2024.00804, June 2024, pp. 8050-8055.
BibTeX TR2024-062 PDF Presentation- @inproceedings{Chen2024jun,
- author = {Chen, Xiangyu and Liu, Jing and Wang, Ye and Wang, Pu and Brand, Matthew and Wang, Guanghui and Koike-Akino, Toshiaki},
- title = {{SuperLoRA: Parameter-Efficient Unified Adaptation for Large Vision Models}},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
- year = 2024,
- pages = {8050--8055},
- month = jun,
- publisher = {IEEE},
- doi = {10.1109/CVPRW63382.2024.00804},
- url = {https://www.merl.com/publications/TR2024-062}
- }
- Yataka, R., Wang, P., Boufounos, P.T., Takahashi, R., "SIRA: Scalable Inter-frame Relation and Association for Radar Perception", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2024, pp. 15024-15034.
BibTeX TR2024-041 PDF Video- @inproceedings{Yataka2024jun,
- author = {Yataka, Ryoma and Wang, Pu and Boufounos, Petros T. and Takahashi, Ryuhei},
- title = {{SIRA: Scalable Inter-frame Relation and Association for Radar Perception}},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
- year = 2024,
- pages = {15024--15034},
- month = jun,
- url = {https://www.merl.com/publications/TR2024-041}
- }
- Guo, J., Parsons, K., Nagai, Y., Sumi, T., Sakaguchi, N., Tsuchida, H., Wang, P., Orlik, P.V., "Multipath TCP Over Multi-Hop Heterogeneous Wireless IoT Networks", IEEE International Conference on Communications (ICC), June 2024.
BibTeX TR2024-071 PDF- @inproceedings{Guo2024jun,
- author = {Guo, Jianlin and Parsons, Kieran and Nagai, Yukimasa and Sumi, Takenori and Sakaguchi, Naotaka and Tsuchida, Hikaru and Wang, Pu and Orlik, Philip V.},
- title = {{Multipath TCP Over Multi-Hop Heterogeneous Wireless IoT Networks}},
- booktitle = {IEEE International Conference on Communications (ICC)},
- year = 2024,
- month = jun,
- url = {https://www.merl.com/publications/TR2024-071}
- }
- Vaca-Rubio, C., Wang, P., Koike-Akino, T., Wang, Y., Boufounos, P.T., Popovski, P., "Object Trajectory Estimation with Continuous-Time Neural Dynamic Learning of Millimeter-Wave Wi-Fi", IEEE Journal of Selected Topics in Signal Processing, DOI: 10.1109/JSTSP.2024.3388930, April 2024.
BibTeX TR2024-044 PDF- @article{Vaca-Rubio2024apr,
- author = {Vaca-Rubio, Cristian and Wang, Pu and Koike-Akino, Toshiaki and Wang, Ye and Boufounos, Petros T. and Popovski, Petar},
- title = {{Object Trajectory Estimation with Continuous-Time Neural Dynamic Learning of Millimeter-Wave Wi-Fi}},
- journal = {IEEE Journal of Selected Topics in Signal Processing},
- year = 2024,
- month = apr,
- doi = {10.1109/JSTSP.2024.3388930},
- issn = {1941-0484},
- url = {https://www.merl.com/publications/TR2024-044}
- }
- Nagai, Y., Guo, J., Sumi, T., Parsons, K., Orlik, P.V., Rolfe, B.A., Wang, P., "Improve IEEE 802.15.4 Network Reliability by Suspendable CSMA/CA", IEEE Wireless Communications and Networking Conference (WCNC), April 2024.
BibTeX TR2024-039 PDF- @inproceedings{Nagai2024apr,
- author = {Nagai, Yukimasa and Guo, Jianlin and Sumi, Takenori and Parsons, Kieran and Orlik, Philip V. and Rolfe, Benjamin A. and Wang, Pu},
- title = {{Improve IEEE 802.15.4 Network Reliability by Suspendable CSMA/CA}},
- booktitle = {IEEE Wireless Communications and Networking Conference (WCNC)},
- year = 2024,
- month = apr,
- url = {https://www.merl.com/publications/TR2024-039}
- }
- Chen, X., Liu, J., Wang, Y., Wang, P., Brand, M., Wang, G., Koike-Akino, T., "SuperLoRA: Parameter-Efficient Unified Adaptation of Multi-Layer Attention Modules", arXiv, March 2024.
BibTeX arXiv- @article{Chen2024mar,
- author = {Chen, Xiangyu and Liu, Jing and Wang, Ye and Wang, Pu and Brand, Matthew and Wang, Guanghui and Koike-Akino, Toshiaki},
- title = {{SuperLoRA: Parameter-Efficient Unified Adaptation of Multi-Layer Attention Modules}},
- journal = {arXiv},
- year = 2024,
- month = mar,
- url = {https://arxiv.org/abs/2403.11887}
- }
- Kato, S., Wang, P., Koike-Akino, T., Fujihashi, T., Mansour, H., Boufounos, P.T., "Object Trajectory Estimation with Multi-Band Wi-Fi Neural Dynamic Fusion", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP48485.2024.10445972, March 2024, pp. 13261-13265.
BibTeX TR2024-019 PDF- @inproceedings{Kato2024mar,
- author = {Kato, Sorachi and Wang, Pu and Koike-Akino, Toshiaki and Fujihashi, Takuya and Mansour, Hassan and Boufounos, Petros T.},
- title = {{Object Trajectory Estimation with Multi-Band Wi-Fi Neural Dynamic Fusion}},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2024,
- pages = {13261--13265},
- month = mar,
- publisher = {IEEE},
- doi = {10.1109/ICASSP48485.2024.10445972},
- issn = {2379-190X},
- isbn = {979-8-3503-4485-1},
- url = {https://www.merl.com/publications/TR2024-019}
- }
- Wang, P., Boufounos, P.T., "Monostatic DMG Passive Sensing with Hypothesis Testing", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP48485.2024.10447134, March 2024, pp. 13381-13385.
BibTeX TR2024-020 PDF- @inproceedings{Wang2024mar,
- author = {Wang, Pu and Boufounos, Petros T.},
- title = {{Monostatic DMG Passive Sensing with Hypothesis Testing}},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2024,
- pages = {13381--13385},
- month = mar,
- publisher = {IEEE},
- doi = {10.1109/ICASSP48485.2024.10447134},
- issn = {2379-190X},
- isbn = {979-8-3503-4485-1},
- url = {https://www.merl.com/publications/TR2024-020}
- }
- Yataka, R., Wang, P., Boufounos, P.T., Takahashi, R., "Radar Perception with Scalable Connective Temporal Relations for Autonomous Driving", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP48485.2024.10446449, March 2024, pp. 13266-13270.
BibTeX TR2024-023 PDF- @inproceedings{Yataka2024mar,
- author = {Yataka, Ryoma and Wang, Pu and Boufounos, Petros T. and Takahashi, Ryuhei},
- title = {{Radar Perception with Scalable Connective Temporal Relations for Autonomous Driving}},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2024,
- pages = {13266--13270},
- month = mar,
- publisher = {IEEE},
- doi = {10.1109/ICASSP48485.2024.10446449},
- issn = {2379-190X},
- isbn = {979-8-3503-4485-1},
- url = {https://www.merl.com/publications/TR2024-023}
- }
- Hori, C., Wang, P., Rahman, M., Vaca-Rubio, C., Khurana, S., Cherian, A., Le Roux, J., "Wi-Fi based Indoor Monitoring Enhanced by Multimodal Fusion", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP48485.2024.10447600, March 2024, pp. 13296-13300.
BibTeX TR2024-012 PDF- @inproceedings{Hori2024mar,
- author = {Hori, Chiori and Wang, Pu and Rahman, Mahbub and Vaca-Rubio, Cristian and Khurana, Sameer and Cherian, Anoop and {Le Roux}, Jonathan},
- title = {{Wi-Fi based Indoor Monitoring Enhanced by Multimodal Fusion}},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2024,
- pages = {13296--13300},
- month = mar,
- publisher = {IEEE},
- doi = {10.1109/ICASSP48485.2024.10447600},
- issn = {2379-190X},
- isbn = {979-8-3503-4485-1},
- url = {https://www.merl.com/publications/TR2024-012}
- }
- Liu, J., Koike-Akino, T., Wang, P., Brand, M., Wang, Y., Parsons, K., "LoDA: Low-Dimensional Adaptation of Large Language Models", Advances in Neural Information Processing Systems (NeurIPS) workshop, December 2023.
BibTeX TR2023-150 PDF- @inproceedings{Liu2023dec,
- author = {Liu, Jing and Koike-Akino, Toshiaki and Wang, Pu and Brand, Matthew and Wang, Ye and Parsons, Kieran},
- title = {{LoDA: Low-Dimensional Adaptation of Large Language Models}},
- booktitle = {Advances in Neural Information Processing Systems (NeurIPS) workshop},
- year = 2023,
- month = dec,
- url = {https://www.merl.com/publications/TR2023-150}
- }
- Nuti, P., Kim, K.J., Wang, P., Koike-Akino, T., Parsons, K., "RIS-Assisted Joint Preamble Detection and Localization", IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), DOI: 10.1109/CAMSAP58249.2023.10403493, December 2023.
BibTeX TR2023-142 PDF- @inproceedings{Nuti2023dec,
- author = {Nuti, Pooja and Kim, Kyeong Jin and Wang, Pu and Koike-Akino, Toshiaki and Parsons, Kieran},
- title = {{RIS-Assisted Joint Preamble Detection and Localization}},
- booktitle = {IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)},
- year = 2023,
- month = dec,
- doi = {10.1109/CAMSAP58249.2023.10403493},
- isbn = {979-8-3503-4453-0},
- url = {https://www.merl.com/publications/TR2023-142}
- }
- Wang, P., Koike-Akino, T., Boufounos, P.T., Tsujita, W., Yamashita, G., "Learning-Based THz Multi-Layer Imaging With Model-Based Masks", International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz), DOI: 10.1109/IRMMW-THz57677.2023.10299043, September 2023.
BibTeX TR2024-017 PDF- @inproceedings{Wang2023sep2,
- author = {Wang, Pu and Koike-Akino, Toshiaki and Boufounos, Petros T. and Tsujita, Wataru and Yamashita, Genki},
- title = {{Learning-Based THz Multi-Layer Imaging With Model-Based Masks}},
- booktitle = {International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz)},
- year = 2023,
- month = sep,
- doi = {10.1109/IRMMW-THz57677.2023.10299043},
- issn = {2162-2035},
- isbn = {979-8-3503-3661-0},
- url = {https://www.merl.com/publications/TR2024-017}
- }
- Pandharipande, A., Cheng, C.-H., Dauwels, J., Gurbuz, S., Ibanez-Guzman, J., Li, G., Piazzoni, A., Wang, P., Santra, A., "Sensing and Machine Learning for Automotive Perception: A Review", IEEE Sensors Journal, DOI: 10.1109/JSEN.2023.3262134, Vol. 23, No. 11, pp. 11097-11115, June 2023.
BibTeX TR2023-089 PDF- @article{Pandharipande2023jun,
- author = {Pandharipande, Ashish and Cheng, Chih-Hong and Dauwels, Justin and Gurbuz, Sevgi and Ibanez-Guzman, Javier and Li, Guofa and Piazzoni, Andrea and Wang, Pu and Santra, Avik},
- title = {{Sensing and Machine Learning for Automotive Perception: A Review}},
- journal = {IEEE Sensors Journal},
- year = 2023,
- volume = 23,
- number = 11,
- pages = {11097--11115},
- month = jun,
- doi = {10.1109/JSEN.2023.3262134},
- issn = {1558-1748},
- url = {https://www.merl.com/publications/TR2023-089}
- }
- Guo, J., Koike-Akino, T., Wang, P., Parsons, K., Orlik, P.V., Shanmuga Sundaram, J.P., Sumi, T., Nagai, Y., "Rateless Coding for Multi-Hop Broadcast Transmission in Wireless IoT Networks", IEEE International Symposium on Information Theory (ISIT), June 2023.
BibTeX TR2023-073 PDF- @inproceedings{Guo2023jun,
- author = {Guo, Jianlin and Koike-Akino, Toshiaki and Wang, Pu and Parsons, Kieran and Orlik, Philip V. and Shanmuga Sundaram, Jothi Prasanna and Sumi, Takenori and Nagai, Yukimasa},
- title = {{Rateless Coding for Multi-Hop Broadcast Transmission in Wireless IoT Networks}},
- booktitle = {IEEE International Symposium on Information Theory (ISIT)},
- year = 2023,
- month = jun,
- url = {https://www.merl.com/publications/TR2023-073}
- }
- Berk, A., Ma, Y., Boufounos, P.T., Wang, P., Mansour, H., "Deep Proximal Gradient Method for Learned Convex Regularizers", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP49357.2023.10094632, May 2023, pp. 1-5.
BibTeX TR2023-032 PDF Video- @inproceedings{Berk2023may,
- author = {Berk, Aaron and Ma, Yanting and Boufounos, Petros T. and Wang, Pu and Mansour, Hassan},
- title = {{Deep Proximal Gradient Method for Learned Convex Regularizers}},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2023,
- pages = {1--5},
- month = may,
- publisher = {IEEE},
- doi = {10.1109/ICASSP49357.2023.10094632},
- isbn = {978-1-7281-6327-7},
- url = {https://www.merl.com/publications/TR2023-032}
- }