Cognitive access in multichannel wireless networks using two-dimension Markov chain. - Han-Feng Lin; Shin-Ming Cheng; Po-Yao Huang 001 (IWCMC, 2014)

Entity Hierarchy Embedding. - Zhiting Hu; Poyao Huang 001; Yuntian Deng; Yingkai Gao; Eric P. Xing (ACL (1), 2015)

Cognitive vertical handover in heterogeneous networks. - Yu-Jui Liu; Shin-Ming Cheng; Po-Yao Huang 001 (QSHINE, 2015)

Informedia @ TRECVID 2016. - Junwei Liang 001; Jia Chen 001; Poyao Huang 001; Xuanchong Li; Lu Jiang 004; Zhenzhong Lan; Pingbo Pan; Hehe Fan; Qin Jin; Jiande Sun 001; Yang Chen; Yi Yang 001; et al. (TRECVID, 2016)

Attention-based Multimodal Neural Machine Translation. - Po-Yao Huang 001; Frederick Liu; Sz-Rung Shiang; Jean Oh; Chris Dyer (WMT, 2016)

An Event Reconstruction Tool for Conflict Monitoring Using Social Media. - Junwei Liang 001; Desai Fan; Han Lu; Poyao Huang 001; Jia Chen 001; Lu Jiang 004; Alexander G. Hauptmann (AAAI, 2017)

Synchronization for multi-perspective videos in the wild. - Junwei Liang 001; Poyao Huang 001; Jia Chen 001; Alexander G. Hauptmann (ICASSP, 2017)

Video Representation Learning and Latent Concept Mining for Large-scale Multi-label Video Classification. - Poyao Huang 001; Ye Yuan; Zhen-Zhong Lan; Lu Jiang 004; Alexander G. Hauptmann (CoRR, 2017)

RCAA: Relational Context-Aware Agents for Person Search. - Xiaojun Chang; Po-Yao Huang 001; Yi-Dong Shen; Xiaodan Liang; Yi Yang 001; Alexander G. Hauptmann (ECCV (9), 2018)

Multimodal Filtering of Social Media for Temporal Monitoring and Event Analysis. - Po-Yao Huang 001; Junwei Liang 001; Jean-Baptiste Lamare; Alexander G. Hauptmann (ICMR, 2018)

Panoramic depth reconstruction within a single shot by optimizing global sphere radii. - Po-Yao Huang 001; Hong Shiang Lin; Sun-Yu Gordon Chi; Liang-Han Lin; Ming Ouhyoung (SIGGRAPH ASIA Posters, 2018)

OPERA: Operations-oriented Probabilistic Extraction, Reasoning, and Analysis. - Eduard H. Hovy; Taylor Berg-Kirkpatrick; Jaime G. Carbonell; Hans Chalupsky; Anatole Gershman; Alexander G. Hauptmann; Florian Metze; Teruko Mitamura; Aditi Chaudhary; Xianyang Chen; Bernie Po-Yao Huang; Hector Zhengzhong Liu; et al. (TAC, 2018)

Informedia @ TRECVID 2018: Ad-hoc Video Search, Video to Text Description, Activities in Extended video. - Jia Chen 001; Shizhe Chen; Qin Jin; Alexander G. Hauptmann; Po-Yao Huang 001; Junwei Liang 001; Vaibhav; Xiaojun Chang; Jiang Liu 011; Ting-Yao Hu; Wenhe Liu; Wei Ke; et al. (TRECVID, 2018)

Multi-Head Attention with Diversity for Learning Grounded Multilingual Multimodal Representations. - Po-Yao Huang 001; Xiaojun Chang; Alexander G. Hauptmann (EMNLP/IJCNLP (1), 2019)

Improving What Cross-Modal Retrieval Models Learn through Object-Oriented Inter- and Intra-Modal Attention Networks. - Po-Yao Huang 001; Vaibhav; Xiaojun Chang; Alexander G. Hauptmann (ICMR, 2019)

Annotation Efficient Cross-Modal Retrieval with Adversarial Attentive Alignment. - Po-Yao Huang 001; Guoliang Kang; Wenhe Liu; Xiaojun Chang; Alexander G. Hauptmann (ACM Multimedia, 2019)

OPERA: Operations-oriented Probabilistic Extraction, Reasoning, and Analysis. - Eduard H. Hovy; Jaime G. Carbonell; Hans Chalupsky; Anatole Gershman; Alex Hauptmann 001; Florian Metze; Teruko Mitamura; Zaid Sheikh; Ankit Dangi; Aditi Chaudhary; Xianyang Chen; Xiang Kong; et al. (TAC, 2019)

CMU-Informedia at TREC 2019 Incident Streams Track. - Junpei Zhou; Xinyu Wang; Po-Yao Huang 001; Alexander G. Hauptmann (TREC, 2019)

MMVG-INF-Etrol@TRECVID 2019: Activities in Extended Video. - Xiaojun Chang; Wenhe Liu; Po-Yao Huang 001; Changlin Li; Fengda Zhu; Mingfei Han 002; Mingjie Li 006; Mengyuan Ma; Siyi Hu; Guoliang Kang; Junwei Liang 001; Liangke Gui; et al. (TRECVID, 2019)

RWR-GAE: Random Walk Regularization for Graph Auto Encoders. - Vaibhav; Po-Yao Huang 001; Robert E. Frederking (CoRR, 2019)

Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting. - Po-Yao Huang 001; Junjie Hu 001; Xiaojun Chang; Alexander G. Hauptmann (ACL, 2020)

Forward and Backward Multimodal NMT for Improved Monolingual and Multilingual Cross-Modal Retrieval. - Po-Yao Huang 001; Xiaojun Chang; Alexander G. Hauptmann; Eduard H. Hovy (ICMR, 2020)

Argus: Efficient Activity Detection System for Extended Video Analysis. - Wenhe Liu; Guoliang Kang; Po-Yao Huang 001; Xiaojun Chang; Lijun Yu; Yijun Qian; Junwei Liang 001; Liangke Gui; Jing Wen; Peng Chen; Alexander G. Hauptmann (WACV Workshops, 2020)

A Survey of Deep Active Learning. - Pengzhen Ren; Yun Xiao; Xiaojun Chang; Po-Yao Huang 001; Zhihui Li 001; Xiaojiang Chen; Xin Wang 004 (CoRR, 2020)

VLM: Task-agnostic Video-Language Model Pre-training for Video Understanding. - Hu Xu 001; Gargi Ghosh; Po-Yao Huang 001; Prahal Arora; Masoumeh Aminzadeh; Christoph Feichtenhofer; Florian Metze; Luke Zettlemoyer (ACL/IJCNLP (Findings), 2021)

VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding. - Hu Xu 001; Gargi Ghosh; Po-Yao Huang 001; Dmytro Okhonko; Armen Aghajanyan; Florian Metze; Luke Zettlemoyer; Christoph Feichtenhofer (EMNLP (1), 2021)

Audio-Visual Event Recognition Through the Lens of Adversary. - Juncheng B. Li; Kaixin Ma; Shuhui Qu; Po-Yao Huang 001; Florian Metze (ICASSP, 2021)

Space-Time Crop & Attend: Improving Cross-modal Video Representation Learning. - Mandela Patrick; Po-Yao Huang 001; Ishan Misra; Florian Metze; Andrea Vedaldi; Yuki M. Asano; João F. Henriques (ICCV, 2021)

Support-set bottlenecks for video-text representation learning. - Mandela Patrick; Po-Yao Huang 001; Yuki Markus Asano; Florian Metze; Alexander G. Hauptmann; João F. Henriques; Andrea Vedaldi (ICLR, 2021)

Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models. - Poyao Huang 001; Mandela Patrick; Junjie Hu 001; Graham Neubig; Florian Metze; Alex Hauptmann 001 (NAACL-HLT, 2021)

Self-Supervised Deep Correlation Tracking. - Di Yuan 002; Xiaojun Chang; Po-Yao Huang 001; Qiao Liu 001; Zhenyu He 001 (IEEE Trans. Image Process., 2021)

On Adversarial Robustness Of Large-Scale Audio Visual Learning. - Juncheng B. Li; Shuhui Qu; Xinjian Li; Bernie Po-Yao Huang; Florian Metze (ICASSP, 2022)

AudioTagging Done Right: 2nd comparison of deep learning methods for environmental sound classification. - Juncheng Li 001; Shuhui Qu; Po-Yao Huang 001; Florian Metze (INTERSPEECH, 2022)

Masked Autoencoders that Listen. - Po-Yao Huang 001; Hu Xu 001; Juncheng Li 001; Alexei Baevski; Michael Auli; Wojciech Galuba; Florian Metze; Christoph Feichtenhofer (NeurIPS, 2022)

CM3: A Causal Masked Multimodal Model of the Internet. - Armen Aghajanyan; Bernie Huang; Candace Ross; Vladimir Karpukhin; Hu Xu 001; Naman Goyal 001; Dmytro Okhonko; Mandar Joshi; Gargi Ghosh; Mike Lewis; Luke Zettlemoyer (CoRR, 2022)

A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions. - Pengzhen Ren; Yun Xiao; Xiaojun Chang; Poyao Huang 001; Zhihui Li 001; Xiaojiang Chen; Xin Wang 004 (ACM Comput. Surv., 2022)

A Survey of Deep Active Learning. - Pengzhen Ren; Yun Xiao; Xiaojun Chang; Po-Yao Huang 001; Zhihui Li 001; Brij B. Gupta; Xiaojiang Chen; Xin Wang 004 (ACM Comput. Surv., 2022)

Towards Multilingual Vision-Language Models - Po-Yao Huang 001 (2022)

Generating Hashtags for Short-form Videos with Guided Signals. - Tiezheng Yu; Hanchao Yu; Davis Liang; Yuning Mao; Shaoliang Nie; Po-Yao Huang 001; Madian Khabsa; Pascale Fung; Yi-Chia Wang (ACL (1), 2023)

Flap: Fast Language-Audio Pre-Training. - Ching-Feng Yeh; Po-Yao Huang 001; Vasu Sharma; Shang-Wen Li 001; Gargi Ghosh (ASRU, 2023)

STMT: A Spatial-Temporal Mesh Transformer for MoCap-Based Action Recognition. - Xiaoyu Zhu; Po-Yao Huang 001; Junwei Liang 001; Celso M. de Melo; Alexander G. Hauptmann (CVPR, 2023)

CiT: Curation in Training for Effective Vision-Language Data. - Hu Xu 001; Saining Xie; Po-Yao Huang 001; Licheng Yu; Russell Howes; Gargi Ghosh; Luke Zettlemoyer; Christoph Feichtenhofer (ICCV, 2023)

Diffusion Models as Masked Autoencoders. - Chen Wei 005; Karttikeya Mangalam; Po-Yao Huang 001; Yanghao Li; Haoqi Fan 001; Hu Xu 001; Huiyu Wang; Cihang Xie; Alan L. Yuille; Christoph Feichtenhofer (ICCV, 2023)

Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles. - Chaitanya Ryali; Yuan-Ting Hu; Daniel Bolya; Chen Wei 005; Haoqi Fan 001; Po-Yao Huang 001; Vaibhav Aggarwal; Arkabandhu Chowdhury; Omid Poursaeed; Judy Hoffman; Jitendra Malik; Yanghao Li; et al. (ICML, 2023)

MAViL: Masked Audio-Video Learners. - Po-Yao Huang 001; Vasu Sharma; Hu Xu 001; Chaitanya Ryali; Haoqi Fan 001; Yanghao Li; Shang-Wen Li 001; Gargi Ghosh; Jitendra Malik; Christoph Feichtenhofer (NeurIPS, 2023)

SeamlessM4T-Massively Multilingual & Multimodal Machine Translation. - Seamless Communication; Loïc Barrault; Yu-An Chung; Mariano Coria Meglioli; David Dale; Ning Dong; Paul-Ambroise Duquenne; Hady Elsahar; Hongyu Gong; Kevin Heffernan; John Hoffman; Christopher Klaiber; et al. (CoRR, 2023)

AV-SUPERB: A Multi-Task Evaluation Benchmark for Audio-Visual Representation Models. - Yuan Tseng; Layne Berry; Yi-Ting Chen; I-Hsiang Chiu; Hsuan-Hao Lin; Max Liu; Puyuan Peng; Yi-Jen Shih; Hung-Yu Wang; Haibin Wu; Po-Yao Huang 001; Chun-Mao Lai; et al. (CoRR, 2023)

Video Pivoting Unsupervised Multi-Modal Machine Translation. - Mingjie Li 006; Po-Yao Huang 001; Xiaojun Chang; Junjie Hu 001; Yi Yang 001; Alex Hauptmann 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

VoiceCraft: Zero-Shot Speech Editing and Text-to-Speech in the Wild. - Puyuan Peng; Po-Yao Huang 001; Shang-Wen Li 001; Abdelrahman Mohamed; David Harwath (ACL (1), 2024)

MoDE: CLIP Data Experts via Clustering. - Jiawei Ma; Po-Yao Huang 001; Saining Xie; Shang-Wen Li 001; Luke Zettlemoyer; Shih-Fu Chang; Wen-Tau Yih; Hu Xu 001 (CVPR, 2024)

Self-Supervised Audio-Visual Soundscape Stylization. - Tingle Li; Renhao Wang; Po-Yao Huang 001; Andrew Owens; Gopala Anumanchipalli (ECCV (80), 2024)

Altogether: Image Captioning via Re-aligning Alt-text. - Hu Xu 001; Po-Yao Huang 001; Xiaoqing Ellen Tan; Ching-Feng Yeh; Jacob Kahn; Christine Jou; Gargi Ghosh; Omer Levy; Luke Zettlemoyer; Wen-tau Yih; Shang-Wen Li 001; Saining Xie; et al. (EMNLP, 2024)

AV-SUPERB: A Multi-Task Evaluation Benchmark for Audio-Visual Representation Models. - Yuan Tseng; Layne Berry; Yiting Chen; I-Hsiang Chiu; Hsuan-Hao Lin; Max Liu; Puyuan Peng; Yi-Jen Shih; Hung-Yu Wang; Haibin Wu; Poyao Huang 001; Chun-Mao Lai; et al. (ICASSP, 2024)

Demystifying CLIP Data. - Hu Xu 001; Saining Xie; Xiaoqing Ellen Tan; Po-Yao Huang 001; Russell Howes; Vasu Sharma; Shang-Wen Li 001; Gargi Ghosh; Luke Zettlemoyer; Christoph Feichtenhofer (ICLR, 2024)

Adversarially Masked Video Consistency for Unsupervised Domain Adaptation. - Xiaoyu Zhu; Junwei Liang 001; Po-Yao Huang 001; Alex Hauptmann 001 (CoRR, 2024)

VoiceCraft: Zero-Shot Speech Editing and Text-to-Speech in the Wild. - Puyuan Peng; Po-Yao Huang 001; Daniel Li 006; Abdelrahman Mohamed; David Harwath (CoRR, 2024)

Text Quality-Based Pruning for Efficient Training of Language Models. - Vasu Sharma; Karthik Padthe; Newsha Ardalani; Kushal Tirumala; Russell Howes; Hu Xu 001; Po-Yao Huang 001; Shang-Wen Li 001; Armen Aghajanyan; Gargi Ghosh; Luke Zettlemoyer (CoRR, 2024)

DINOv2: Learning Robust Visual Features without Supervision. - Maxime Oquab; Timothée Darcet; Théo Moutakanni; Huy V. Vo; Marc Szafraniec; Vasil Khalidov; Pierre Fernandez; Daniel Haziza; Francisco Massa; Alaaeldin El-Nouby; Mido Assran; Nicolas Ballas; et al. (Trans. Mach. Learn. Res., 2024)

PerceptionLM: Open-Access Data and Models for Detailed Visual Understanding. - Jang Hyun Cho; Andrea Madotto; Effrosyni Mavroudi; Triantafyllos Afouras; Tushar Nagarajan; Muhammad Maaz 001; Yale Song; Tengyu Ma 005; Shuming Hu; Suyog Dutt Jain; Miguel Martin; Huiyu Wang; et al. (CoRR, 2025)

Perception Encoder: The best visual embeddings are not at the output of the network. - Daniel Bolya; Po-Yao Huang 001; Peize Sun; Jang Hyun Cho; Andrea Madotto; Chen Wei 005; Tengyu Ma 005; Jiale Zhi; Jathushan Rajasegaran; Hanoona Rasheed; Junke Wang; Marco Monteiro; et al. (CoRR, 2025)