Guolong Su

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 15

Top Venues

CoRR

ACL (1)

ACL (Findings)

ECCV (26)

Massachusetts Institute of Technology, Cambridge, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, USA

PHD

Publications

Vincent Perot, Kai Kang, Florian Luisier, Guolong Su, Xiaoyu Sun, Ramya Sree Boppana, Zilong Wang, Zifeng Wang, Jiaqi Mu, Hao Zhang, Chen-Yu Lee, Nan Hua
LMDX: Language Model-based Document Information Extraction and Localization. ACL (Findings) (2024)
Ritesh Sarkhel, Xiaoqi Ren, Lauro Beltrão Costa, Guolong Su, Vincent Perot, Yanan Xie, Emmanouil Koukoumidis, Arnab Nandi
Noise-Aware Training of Layout-Aware Language Models. CoRR (2024)
Vincent Perot, Kai Kang, Florian Luisier, Guolong Su, Xiaoyu Sun, Ramya Sree Boppana, Zilong Wang, Jiaqi Mu, Hao Zhang, Nan Hua
LMDX: Language Model-based Document Information Extraction and Localization. CoRR (2023)
Chen-Yu Lee, Chun-Liang Li, Hao Zhang, Timothy Dozat, Vincent Perot, Guolong Su, Xiang Zhang, Kihyuk Sohn, Nikolai Glushnev, Renshen Wang, Joshua Ainslie, Shangbang Long, Siyang Qin, Yasuhisa Fujii, Nan Hua, Tomas Pfister
FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction. CoRR (2023)
Zifeng Wang, Zizhao Zhang, Jacob Devlin, Chen-Yu Lee, Guolong Su, Hao Zhang, Jennifer G. Dy, Vincent Perot, Tomas Pfister
QueryForm: A Simple Zero-shot Form Entity Query Framework. ACL (Findings) (2023)
Chen-Yu Lee, Chun-Liang Li, Hao Zhang, Timothy Dozat, Vincent Perot, Guolong Su, Xiang Zhang, Kihyuk Sohn, Nikolay Glushnev, Renshen Wang, Joshua Ainslie, Shangbang Long, Siyang Qin, Yasuhisa Fujii, Nan Hua, Tomas Pfister
FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction. ACL (1) (2023)
Zifeng Wang, Zizhao Zhang, Sayna Ebrahimi, Ruoxi Sun, Han Zhang, Chen-Yu Lee, Xiaoqi Ren, Guolong Su, Vincent Perot, Jennifer G. Dy, Tomas Pfister
DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning. CoRR (2022)
Zifeng Wang, Zizhao Zhang, Jacob Devlin, Chen-Yu Lee, Guolong Su, Hao Zhang, Jennifer G. Dy, Vincent Perot, Tomas Pfister
QueryForm: A Simple Zero-shot Form Entity Query Framework. CoRR (2022)
Chen-Yu Lee, Chun-Liang Li, Timothy Dozat, Vincent Perot, Guolong Su, Nan Hua, Joshua Ainslie, Renshen Wang, Yasuhisa Fujii, Tomas Pfister
FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction. CoRR (2022)
Zifeng Wang, Zizhao Zhang, Sayna Ebrahimi, Ruoxi Sun, Han Zhang, Chen-Yu Lee, Xiaoqi Ren, Guolong Su, Vincent Perot, Jennifer G. Dy, Tomas Pfister
DualPrompt: Complementary Prompting for Rehearsal-Free Continual Learning. ECCV (26) (2022)
Chen-Yu Lee, Chun-Liang Li, Timothy Dozat, Vincent Perot, Guolong Su, Nan Hua, Joshua Ainslie, Renshen Wang, Yasuhisa Fujii, Tomas Pfister
FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction. ACL (1) (2022)
Zifeng Wang, Zizhao Zhang, Chen-Yu Lee, Han Zhang, Ruoxi Sun, Xiaoqi Ren, Guolong Su, Vincent Perot, Jennifer G. Dy, Tomas Pfister
Learning to Prompt for Continual Learning. CVPR (2022)
Zifeng Wang, Zizhao Zhang, Chen-Yu Lee, Han Zhang, Ruoxi Sun, Xiaoqi Ren, Guolong Su, Vincent Perot, Jennifer G. Dy, Tomas Pfister
Learning to Prompt for Continual Learning. CoRR (2021)
Guolong Su, Dennis Wei, Kush R. Varshney, Dmitry M. Malioutov
Interpretable Two-level Boolean Rule Learning for Classification. CoRR (2016)
Guolong Su, Dennis Wei, Kush R. Varshney, Dmitry M. Malioutov
Learning sparse two-level boolean rules. MLSP (2016)
Guolong Su, Dennis Wei, Kush R. Varshney, Dmitry M. Malioutov
Interpretable Two-level Boolean Rule Learning for Classification. CoRR (2015)
Guolong Su, Arthur J. Redfern
Mixer sequence design for N-path filters. ICASSP (2014)
Sefa Demirtas, Guolong Su, Alan V. Oppenheim
Exact and approximate polynomial decomposition methods for signal processing applications. ICASSP (2013)
Guolong Su, Jian Jin, Yuantao Gu, Jian Wang
Performance Analysis of $l_0$ Norm Constraint Least Mean Square Algorithm. IEEE Trans. Signal Process. 60 (5) (2012)
Sefa Demirtas, Guolong Su, Alan V. Oppenheim
Sensitivity of polynomial composition and decomposition for signal processing applications. ACSCC (2012)
Guolong Su, Jian Jin, Yuantao Gu, Jian Wang
Performance Analysis of $l_0$ Norm Constraint Least Mean Square Algorithm CoRR (2012)
Yong Li, Guolong Su, Pan Hui, Depeng Jin, Li Su, Lieguang Zeng
Multiple mobile data offloading through delay tolerant networks. CHANTS@MobiCom (2011)
Yong Li, Guolong Su, Dapeng Oliver Wu, Depeng Jin, Li Su, Lieguang Zeng
The Impact of Node Selfishness on Multicasting in Delay Tolerant Networks. IEEE Trans. Veh. Technol. 60 (5) (2011)
Guolong Su, Yong Li, Fang Wang, Depeng Jin, Li Su, Lieguang Zeng
Optimal Multi-Frame Message Transmission for Intermittently Connected Mobile Networks. GLOBECOM (2010)

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Publication Activity (10 Years)

Top Topics

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Guolong Su