Boyang Li

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 64

Top Topics

Metric Learning

Top Venues

Publications

Anthony Meng Huat Tiong, Junqi Zhao, Boyang Li, Junnan Li, Steven C. H. Hoi, Caiming Xiong
What Are We Measuring When We Evaluate Large Vision-Language Models? An Analysis of Latent Factors and Biases. NAACL-HLT (2024)
Miaoyu Li, Haoxin Li, Zilin Du, Boyang Li
Rationale-based Ensemble of Multiple QA Strategies for Zero-shot Knowledge-based VQA. CoRR (2024)
Jiayun Luo, Boyang Li, Cyril Leung
A Survey of Computer Vision Technologies in Urban and Controlled-environment Agriculture. ACM Comput. Surv. 56 (5) (2024)
Anthony Meng Huat Tiong, Junqi Zhao, Boyang Li, Junnan Li, Steven C. H. Hoi, Caiming Xiong
What Are We Measuring When We Evaluate Large Vision-Language Models? An Analysis of Latent Factors and Biases. CoRR (2024)
Wenliang Dai, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Junqi Zhao, Weisheng Wang, Boyang Li, Pascale Fung, Steven C. H. Hoi
InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning. CoRR (2023)
Wenliang Dai, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Junqi Zhao, Weisheng Wang, Boyang Li, Pascale Fung, Steven C. H. Hoi
InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning. NeurIPS (2023)
Anthony Meng Huat Tiong, Junnan Li, Guosheng Lin, Boyang Li, Caiming Xiong, Steven C. H. Hoi
Improving Tail-Class Representation with Centroid Contrastive Learning. Pattern Recognit. Lett. 168 (2023)
Jiayun Luo, Siddhesh Khandelwal, Leonid Sigal, Boyang Li
Plug-and-Play, Dense-Label-Free Extraction of Open-Vocabulary Semantic Segmentation from Vision-Language Models. CoRR (2023)
Zilin Du, Haoxin Li, Xu Guo, Boyang Li
Training on Synthetic Data Beats Real Data in Multimodal Relation Extraction. CoRR (2023)
Tong Zhang, X. Jessie Yang, Boyang Li
May I Ask a Follow-up Question? Understanding the Benefits of Conversations in Neural Network Explainability. CoRR (2023)
Jiaxian Guo, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Boyang Li, Dacheng Tao, Steven C. H. Hoi
From Images to Textual Prompts: Zero-shot Visual Question Answering with Frozen Large Language Models. CVPR (2023)
Zilin Du, Yunxin Li, Xu Guo, Yidan Sun, Boyang Li
Training Multimedia Event Extraction With Generated Images and Captions. ACM Multimedia (2023)
Tong Zhang, Yong Liu, Boyang Li, Peixiang Zhong, Chen Zhang, Hao Wang, Chunyan Miao
Toward Knowledge-Enriched Conversational Recommendation Systems. ConvAI@ACL (2022)
Jun Chen, Han Guo, Kai Yi, Boyang Li, Mohamed Elhoseiny
VisualGPT: Data-efficient Adaptation of Pretrained Language Models for Image Captioning. CVPR (2022)
Jun Chen, Ming Hu, Boyang Li, Mohamed Elhoseiny
Efficient Self-supervised Vision Pretraining with Local Masked Reconstruction. CoRR (2022)
Xu Guo, Han Yu, Boyang Li, Hao Wang, Pengwei Xing, Siwei Feng, Zaiqing Nie, Chunyan Miao
Federated Learning for Personalized Humor Recognition. ACM Trans. Intell. Syst. Technol. 13 (4) (2022)
Yinan Zhang, Boyang Li, Yong Liu, You Yuan, Chunyan Miao
Minimalist and High-performance Conversational Recommendation with Uncertainty Estimation for User Preference. CoRR (2022)
Siwei Feng, Boyang Li, Han Yu, Yang Liu, Qiang Yang
Semi-Supervised Federated Heterogeneous Transfer Learning. Knowl. Based Syst. 252 (2022)
Adam Noack, Isaac Ahern, Dejing Dou, Boyang Li
An Empirical Study on the Relation Between Network Interpretability and Adversarial Robustness. SN Comput. Sci. 2 (1) (2021)
Chang Liu, Han Yu, Boyang Li, Zhiqi Shen, Zhanning Gao, Peiran Ren, Xuansong Xie, Lizhen Cui, Chunyan Miao
Noise-Resistant Deep Metric Learning with Probabilistic Instance Filtering. CoRR (2021)
Yuanyuan Chen, Boyang Li, Han Yu, Pengcheng Wu, Chunyan Miao
HYDRA: Hypergradient Data Relevance Analysis for Interpreting Deep Neural Networks. CoRR (2021)
Chang Liu, Han Yu, Boyang Li, Zhiqi Shen, Zhanning Gao, Peiran Ren, Xuansong Xie, Lizhen Cui, Chunyan Miao
Noise-Resistant Deep Metric Learning With Ranking-Based Instance Selection. CVPR (2021)
Yuanyuan Chen, Boyang Li, Han Yu, Pengcheng Wu, Chunyan Miao
HyDRA: Hypergradient Data Relevance Analysis for Interpreting Deep Neural Networks. AAAI (2021)
Xu Guo, Boyang Li, Han Yu, Chunyan Miao
Latent-Optimized Adversarial Neural Transfer for Sarcasm Detection. NAACL-HLT (2021)
Jianan Wang, Boyang Li, Xiangyu Fan, Jing Lin, Yanwei Fu
Data-efficient Alignment of Multimodal Sequences by Aligning Gradient Updates and Internal Feature Distributions. WACV (2021)
Xu Guo, Boyang Li, Han Yu, Chunyan Miao
Latent-Optimized Adversarial Neural Transfer for Sarcasm Detection. CoRR (2021)
Sherif Abdelkarim, Aniket Agarwal, Panos Achlioptas, Jun Chen, Jiaji Huang, Boyang Li, Kenneth Church, Mohamed Elhoseiny
Exploring Long Tail Visual Relationship Recognition with Large Vocabulary. ICCV (2021)
Yinan Zhang, Boyang Li, Yong Liu, Hao Wang, Chunyan Miao
Initialization Matters: Regularizing Manifold-informed Initialization for Neural Recommendation Systems. KDD (2021)
Jun Chen, Han Guo, Kai Yi, Boyang Li, Mohamed Elhoseiny
VisualGPT: Data-efficient Image Captioning by Balancing Visual Input and Linguistic Knowledge from Pretraining. CoRR (2021)
Yuan Liu, Yixiao Lan, Boyang Li, Chunyan Miao, Zhihong Tian
Proof of Learning (PoLe): Empowering neural network training with consensus building on blockchains. Comput. Networks 201 (2021)
Yixiao Lan, Yuan Liu, Boyang Li, Chunyan Miao
Proof of Learning (PoLe): Empowering Machine Learning with Consensus Building on Blockchains (Demo). AAAI (2021)
Yinan Zhang, Boyang Li, Yong Liu, Hao Wang, Chunyan Miao
Initialization Matters: Regularizing Manifold-informed Initialization for Neural Recommendation Systems. CoRR (2021)
Chang Liu, Han Yu, Boyang Li, Zhiqi Shen, Zhanning Gao, Peiran Ren, Xuansong Xie, Lizhen Cui, Chunyan Miao
Noise-resistant Deep Metric Learning with Ranking-based Instance Selection. CoRR (2021)
Sherif Abdelkarim, Panos Achlioptas, Jiaji Huang, Boyang Li, Kenneth Church, Mohamed Elhoseiny
Long-tail Visual Relationship Recognition with a Visiolinguistic Hubless Loss. CoRR (2020)
Xu Guo, Pengwei Xing, Siwei Feng, Boyang Li, Chunyan Miao
Federated Learning with Diversified Preference for Humor Recognition. CoRR (2020)
Jianan Wang, Boyang Li, Xiangyu Fan, Jing Lin, Yanwei Fu
Data-efficient Alignment of Multimodal Sequences by Aligning Gradient Updates and Internal Feature Distributions. CoRR (2020)
Guoyun Tu, Yanwei Fu, Boyang Li, Jiarui Gao, Yu-Gang Jiang, Xiangyang Xue
A Multi-Task Neural Approach for Emotion Attribution, Classification, and Summarization. IEEE Trans. Multim. 22 (1) (2020)
Ng Annalyn, Maarten W. Bos, Leonid Sigal, Boyang Li
Predicting Personality from Book Preferences with User-Generated Content Labels. IEEE Trans. Affect. Comput. 11 (3) (2020)
Huijuan Xu, Boyang Li, Vasili Ramanishka, Leonid Sigal, Kate Saenko
Joint Event Detection and Description in Continuous Video Streams. WACV (2019)
Adam Noack, Isaac Ahern, Dejing Dou, Boyang Li
Does Interpretability of Neural Networks Imply Adversarial Robustness? CoRR (2019)
Xin Zhou, Dejing Dou, Boyang Li
Searching for Stage-wise Neural Graphs In the Limit. CoRR (2019)
Hannah Kim, Denys Katerenchuk, Daniel Billet, Jun Huan, Haesun Park, Boyang Li
Understanding Actors and Evaluating Personae with Gaussian Embeddings. AAAI (2019)
Isaac Ahern, Adam Noack, Luis Guzman-Nateras, Dejing Dou, Boyang Li, Jun Huan
NormLime: A New Feature Importance Metric for Explaining Deep Neural Networks. CoRR (2019)
Huijuan Xu, Boyang Li, Vasili Ramanishka, Leonid Sigal, Kate Saenko
Joint Event Detection and Description in Continuous Video Streams. WACV Workshops (2019)
Boyang Li, Beth Cardier, Tong Wang, Florian Metze
Annotating High-Level Structures of Short Stories and Personal Anecdotes. LREC (2018)
Pelin Dogan, Boyang Li, Leonid Sigal, Markus H. Gross
A Neural Multi-Sequence Alignment TeCHnique (NeuMATCH). CVPR (2018)
Baohan Xu, Yanwei Fu, Yu-Gang Jiang, Boyang Li, Leonid Sigal
Heterogeneous Knowledge Transfer in Video Emotion Recognition, Attribution and Summarization. IEEE Trans. Affect. Comput. 9 (2) (2018)
Guoyun Tu, Yanwei Fu, Boyang Li, Jiarui Gao, Yu-Gang Jiang, Xiangyang Xue
A Multi-task Neural Approach for Emotion Attribution, Classification and Summarization. CoRR (2018)
Pelin Dogan, Boyang Li, Leonid Sigal, Markus H. Gross
LSTM stack-based Neural Multi-sequence Alignment TeCHnique (NeuMATCH). CoRR (2018)
Hannah Kim, Denys Katerenchuk, Daniel Billet, Haesun Park, Boyang Li
Learning Joint Gaussian Representations for Movies, Actors, and Literary Characters. CoRR (2018)
Huijuan Xu, Boyang Li, Vasili Ramanishka, Leonid Sigal, Kate Saenko
Joint Event Detection and Description in Continuous Video Streams. CoRR (2018)
Tong Wang, Ping Chen, Boyang Li
Predicting the Quality of Short Narratives from Social Media. CoRR (2017)
Matthew Guzdial, Boyang Li, Mark O. Riedl
Game Engine Learning from Video. IJCAI (2017)
Boyang Li, Beth Cardier, Tong Wang, Florian Metze
Annotating High-Level Structures of Short Stories and Personal Anecdotes. CoRR (2017)
Sasha Azad, Jingyang Xu, Haining Yu, Boyang Li
Scheduling Live Interactive Narratives with Mixed-Integer Linear Programming. AIIDE (2017)
Ming Sun, Iolanda Leite, Jill Fain Lehman, Boyang Li
Collaborative Storytelling between Robot and Child: A Feasibility Study. IDC (2017)
Ng Annalyn, Maarten W. Bos, Leonid Sigal, Boyang Li
Predicting Personality from Book Preferences with User-Generated Content Labels. CoRR (2017)
James Kennedy, Iolanda Leite, André Pereira, Ming Sun, Boyang Li, Rishub Jain, Ricson Cheng, Eli Pincus, Elizabeth J. Carter, Jill Fain Lehman
Learning and Reusing Dialog for Repeated Interactions with a Situated Social Agent. IVA (2017)
Tong Wang, Ping Chen, Boyang Li
Predicting the Quality of Short Narratives from Social Media. IJCAI (2017)
Camille Barot, Michael Buro, Michael Cook, Mirjam Palosaari Eladhari, Boyang Li, Antonios Liapis, Magnus Johansson, Josh McCoy, Santiago Ontañón, Jonathan P. Rowe, Emmett Tomai, Harko Verhagen, Alexander Zook
The AIIDE 2015 Workshop Program. AI Mag. 37 (2) (2016)
Iolanda Leite, André Pereira, Allison Funkhouser, Boyang Li, Jill Fain Lehman
Semi-situated learning of verbal and nonverbal content for repeated human-robot interaction. ICMI (2016)
Rogelio Enrique Cardona-Rivera, Boyang Li
PlotShot: Generating Discourse-Constrained Stories Around Photos. AIIDE (2016)
Yi Luan, Yangfeng Ji, Hannaneh Hajishirzi, Boyang Li
Multiplicative Representations for Unsupervised Semantic Role Induction. ACL (2) (2016)
Baohan Xu, Yanwei Fu, Yu-Gang Jiang, Boyang Li, Leonid Sigal
Video Emotion Recognition with Transferred Deep Feature Encodings. ICMR (2016)
Boyang Li, Mark O. Riedl
Scheherazade: Crowd-Powered Interactive Narrative Generation. AAAI (2015)
Boyang Li, Han Yu, Zhiqi Shen, Lizhen Cui, Victor R. Lesser
An Evolutionary Framework for Multi-agent Organizations. WI-IAT (2) (2015)
Matthew Guzdial, Brent Harrison, Boyang Li, Mark Riedl
Crowdsourcing Open Interactive Narrative. FDG (2015)
Baohan Xu, Yanwei Fu, Yu-Gang Jiang, Boyang Li, Leonid Sigal
Heterogeneous Knowledge Transfer in Video Emotion Recognition, Attribution and Summarization. CoRR (2015)
Boyang Li, Mohini Thakkar, Yijie Wang, Mark O. Riedl
From Data to Storytelling Agents. IVA (2014)
Boyang Li, Mohini Thakkar, Yijie Wang, Mark O. Riedl
Storytelling with Adjustable Narrator Styles and Sentiments. ICIDS (2014)
Boyang Li, Stephen Lee-Urban, George Johnston, Mark Riedl
Story Generation with Crowdsourced Plot Graphs. AAAI (2013)
Boyang Li, Stephen Lee-Urban, Mark Riedl
Crowdsourcing interactive fiction games. FDG (2013)
Boyang Li, Stephen Lee-Urban, Mark O. Riedl
Toward Autonomous Crowd-Powered Creation of Interactive Narratives. INT@AIIDE (2012)
Boyang Li, Alexander Zook, Nicholas M. Davis, Mark Riedl
Goal-Driven Conceptual Blending: A Computational Approach for Creativity. ICCC (2012)
Boyang Li, Darren Scott Appling, Stephen Lee-Urban, Mark Riedl
Learning Sociocultural Knowledge via Crowdsourced Examples. HCOMP@AAAI (2012)
Mark Riedl, Boyang Li, Hua Ai, Ashwin Ram
Robust and Authorable Multiplayer Storytelling Experiences. AIIDE (2011)
Boyang Li, Mark O. Riedl
Creative gadget design in fictions: generalized planning in analogical spaces. Creativity & Cognition (2011)
Nicholas M. Davis, Boyang Li, Brian O'Neill, Mark Riedl, Michael Nitsche
Distributed creative cognition in digital filmmaking. Creativity & Cognition (2011)
James Michael Niehaus, Boyang Li, Mark O. Riedl
Automated Scenario Adaptation in Support of Intelligent Tutoring Systems. FLAIRS Conference (2011)
Boyang Li, Mark O. Riedl
A Phone That Cures Your Flu: Generating Imaginary Gadgets in Fictions with Planning and Analogies. Intelligent Narrative Technologies (2011)
Boyang Li, Mark O. Riedl
An Offline Planning Approach to Game Plotline Adaptation. AIIDE (2010)
Yundong Cai, Chunyan Miao, Ah-Hwee Tan, Zhiqi Shen, Boyang Li
Creating an Immersive Game World with Evolutionary Fuzzy Cognitive Maps. IEEE Computer Graphics and Applications 30 (2) (2010)
Boyang Li, Mark O. Riedl
Creating Customized Game Experiences by Leveraging Human Creative Effort: A Planning Approach. AGS (2010)
Boyang Li, Han Yu, Zhiqi Shen, Chunyan Miao
Evolutionary organizational search. AAMAS (2) (2009)
Boyang Li, Yew-Soon Ong, Minh Nghia Le, Chi Keong Goh
Memetic Gradient Search. IEEE Congress on Evolutionary Computation (2008)
Hock-Beng Lim, Keck Voon Ling, Wenqiang Wang, Yuxia Yao, Mudasser Iqbal, Boyang Li, Xiaonan Yin, Tarun Sharma
The national weather sensor grid. SenSys (2007)