Li, Boyang

37 publications

CVPR 2025 Black Swan: Abductive and Defeasible Video Reasoning in Unpredictable Events Aditya Chinchure, Sahithya Ravi, Raymond Ng, Vered Shwartz, Boyang Li, Leonid Sigal

ICML 2025 CAT Merging: A Training-Free Approach for Resolving Conflicts in Model Merging Wenju Sun, Qingyong Li, Yangliao Geng, Boyang Li

CVPR 2025 Enhancing Vision-Language Compositional Understanding with Multimodal Synthetic Data Haoxin Li, Boyang Li

CVPR 2025 FSHNet: Fully Sparse Hybrid Network for 3D Object Detection Shuai Liu, Mingyue Cui, Boyang Li, Quanmin Liang, Tinghe Hong, Kai Huang, Yunxiao Shan, Kai Huang

NeurIPS 2025 GaussianFusion: Gaussian-Based Multi-Sensor Fusion for End-to-End Autonomous Driving Shuai Liu, Quanmin Liang, Zefeng Li, Boyang Li, Kai Huang

WACV 2025 Local Masked Reconstruction for Efficient Self-Supervised Learning on High-Resolution Images Jun Chen, Faizan Farooq Khan, Ming Hu, Ammar Sherif, Zongyuan Ge, Boyang Li, Mohamed Elhoseiny

NeurIPS 2025 Towards Minimizing Feature Drift in Model Merging: Layer-Wise Task Vector Fusion for Adaptive Knowledge Integration Wenju Sun, Qingyong Li, Wen Wang, Yang Liu, Yangliao Geng, Boyang Li

NeurIPS 2025 Two Causally Related Needles in a Video Haystack Miaoyu Li, Qin Chao, Boyang Li

IJCAI 2024 DCDet: Dynamic Cross-Based 3D Object Detector Shuai Liu, Boyang Li, Zhiyu Fang, Kai Huang

AAAI 2024 Distilling Autoregressive Models to Obtain High-Performance Non-Autoregressive Solvers for Vehicle Routing Problems with Faster Inference Speed Yubin Xiao, Di Wang, Boyang Li, Mingzhao Wang, Xuan Wu, Changliang Zhou, You Zhou

CVPR 2024 Emergent Open-Vocabulary Semantic Segmentation from Off-the-Shelf Vision-Language Models Jiayun Luo, Siddhesh Khandelwal, Leonid Sigal, Boyang Li

NeurIPS 2024 FFAM: Feature Factorization Activation mAP for Explanation of 3D Detectors Shuai Liu, Boyang Li, Zhiyu Fang, Mingyue Cui, Kai Huang

ICML 2024 Neuro-Symbolic Temporal Point Processes Yang Yang, Chao Yang, Boyang Li, Yinghao Fu, Shuang Li

ICLRW 2024 Toward Data-Driven Skill Identification for General-Purpose Vision-Language Models Anthony Tiong, Junqi Zhao, Junnan Li, Steven Hoi, Caiming Xiong, Boyang Li

CVPR 2023 From Images to Textual Prompts: Zero-Shot Visual Question Answering with Frozen Large Language Models Jiaxian Guo, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Boyang Li, Dacheng Tao, Steven Hoi

NeurIPS 2023 InstructBLIP: Towards General-Purpose Vision-Language Models with Instruction Tuning Wenliang Dai, Junnan Li, Dongxu Li, Anthony Tiong, Junqi Zhao, Weisheng Wang, Boyang Li, Pascale N Fung, Steven C. Hoi

ICCV 2023 Mitigating and Evaluating Static Bias of Action Representations in the Background and the Foreground Haoxin Li, Yuan Liu, Hanwang Zhang, Boyang Li

ICCV 2023 Monte Carlo Linear Clustering with Single-Point Supervision Is Enough for Infrared Small Target Detection Boyang Li, Yingqian Wang, Longguang Wang, Fei Zhang, Ting Liu, Zaiping Lin, Wei An, Yulan Guo

AAAI 2023 OctFormer: Efficient Octree-Based Transformer for Point Cloud Compression with Local Enhancement Mingyue Cui, Junhua Long, Mingjian Feng, Boyang Li, Kai Huang

NeurIPS 2023 Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic Segmentation Fei Zhang, Tianfei Zhou, Boyang Li, Hao He, Chaofan Ma, Tianjiao Zhang, Jiangchao Yao, Ya Zhang, Yanfeng Wang

CVPR 2022 VisualGPT: Data-Efficient Adaptation of Pretrained Language Models for Image Captioning Jun Chen, Han Guo, Kai Yi, Boyang Li, Mohamed Elhoseiny

WACV 2021 Data-Efficient Alignment of Multimodal Sequences by Aligning Gradient Updates and Internal Feature Distributions Jianan Wang, Boyang Li, Xiangyu Fan, Jing Lin, Yanwei Fu

ICCV 2021 Exploring Long Tail Visual Relationship Recognition with Large Vocabulary Sherif Abdelkarim, Aniket Agarwal, Panos Achlioptas, Jun Chen, Jiaji Huang, Boyang Li, Kenneth Church, Mohamed Elhoseiny

AAAI 2021 HyDRA: Hypergradient Data Relevance Analysis for Interpreting Deep Neural Networks Yuanyuan Chen, Boyang Li, Han Yu, Pengcheng Wu, Chunyan Miao

CVPR 2021 Noise-Resistant Deep Metric Learning with Ranking-Based Instance Selection Chang Liu, Han Yu, Boyang Li, Zhiqi Shen, Zhanning Gao, Peiran Ren, Xuansong Xie, Lizhen Cui, Chunyan Miao

AAAI 2021 Proof of Learning (PoLe): Empowering Machine Learning with Consensus Building on Blockchains (Demo) Yixiao Lan, Yuan Liu, Boyang Li, Chunyan Miao

ICLR 2020 NormLime: A New Feature Importance Metric for Explaining Deep Neural Networks Isaac Ahern, Adam Noack, Luis Guzman-Nateras, Dejing Dou, Boyang Li, Jun Huan

IJCAI 2020 Simultaneous Arrival Matching for New Spatial Crowdsourcing Platforms Boyang Li, Yurong Cheng, Ye Yuan, Guoren Wang, Lei Chen

CVPRW 2019 Exploiting Computation Power of Blockchain for Biomedical Image Segmentation Boyang Li, Changhao Chenli, Xiaowei Xu, Taeho Jung, Yiyu Shi

WACV 2019 Joint Event Detection and Description in Continuous Video Streams Huijuan Xu, Boyang Li, Vasili Ramanishka, Leonid Sigal, Kate Saenko

WACVW 2019 Joint Event Detection and Description in Continuous Video Streams Huijuan Xu, Boyang Li, Vasili Ramanishka, Leonid Sigal, Kate Saenko

IJCAI 2019 Real-Time Adversarial Attacks Yuan Gong, Boyang Li, Christian Poellabauer, Yiyu Shi

AAAI 2019 Understanding Actors and Evaluating Personae with Gaussian Embeddings Hannah Kim, Denys Katerenchuk, Daniel Billet, Jun Huan, Haesun Park, Boyang Li

IJCAI 2017 Game Engine Learning from Video Matthew Guzdial, Boyang Li, Mark O. Riedl

IJCAI 2017 Predicting the Quality of Short Narratives from Social Media Tong Wang, Ping Chen, Boyang Li

AAAI 2015 Scheherazade: Crowd-Powered Interactive Narrative Generation Boyang Li, Mark O. Riedl

AAAI 2013 Story Generation with Crowdsourced Plot Graphs Boyang Li, Stephen Lee-Urban, George Johnston, Mark O. Riedl