Junjiao Tian

According to our database, Junjiao Tian authored at least 27 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Think in Strokes, Not Pixels: Process-Driven Image Generation via Interleaved Reasoning.

Lei Zhang, Junjiao Tian, Zhipeng Fan, Kunpeng Li, Jialiang Wang, Weifeng Chen, Markos Georgopoulos, Felix Juefei-Xu, Yuxiang Bao, Julian J. McAuley, Manling Li, Zecheng He

CoRR, April, 2026

Grounding Descriptions in Images informs Zero-Shot Visual Recognition.

Shaunak Halbe, Junjiao Tian, K. J. Joseph, James Seale Smith, Katherine Stevo, Vineeth N. Balasubramanian, Zsolt Kira

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

2025

Token-Shuffle: Towards High-Resolution Image Generation with Autoregressive Models.

Xu Ma, Peize Sun, Haoyu Ma, Hao Tang, Chih-Yao Ma, Jialiang Wang, Kunpeng Li, Xiaoliang Dai, Yujun Shi, Xuan Ju, Yushi Hu, Artsiom Sanakoyeu, Felix Juefei-Xu, Ji Hou, Junjiao Tian, Tao Xu, Tingbo Hou, Yen-Cheng Liu, Zecheng He, Zijian He, Matt Feiszli, Peizhao Zhang, Peter Vajda, Sam S. Tsai, Yun Fu

CoRR, April, 2025

Directional Gradient Projection for Robust Fine-Tuning of Foundation Models.

Chengyue Huang, Junjiao Tian, Brisa Maneechotesuwan, Shivang Chopra, Zsolt Kira

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Robustness under distribution shifts in computer vision.

Junjiao Tian

PhD thesis, 2024

Continual Adaptation of Vision Transformers for Federated Learning.

Shaunak Halbe, James Seale Smith, Junjiao Tian, Zsolt Kira

Trans. Mach. Learn. Res., 2024

Rethinking Weight Decay for Robust Fine-Tuning of Foundation Models.

Junjiao Tian, Chengyue Huang, Zsolt Kira

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion.

Junjiao Tian, Lavisha Aggarwal, Andrea Colaco, Zsolt Kira, Mar González-Franco

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

HePCo: Data-Free Heterogeneous Prompt Consolidation for Continual Federated Learning.

Shaunak Halbe, James Seale Smith, Junjiao Tian, Zsolt Kira

CoRR, 2023

Fast Trainable Projection for Robust Fine-tuning.

Junjiao Tian, Yen-Cheng Liu, James Seale Smith, Zsolt Kira

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Trainable Projected Gradient Method for Robust Fine-Tuning.

Junjiao Tian, Xiaoliang Dai, Chih-Yao Ma, Zecheng He, Yen-Cheng Liu, Zsolt Kira

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

A Closer Look at Rehearsal-Free Continual Learning.

James Seale Smith, Junjiao Tian, Shaunak Halbe, Yen-Chang Hsu, Zsolt Kira

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

An Intelligence Architecture for Grounded Language Communication with Field Robots.

Thomas M. Howard, Ethan Stump, Jonathan Fink, Jacob Arkin, Rohan Paul, Daehyung Park, Subhro Roy, Daniel Barber, Rhyse Bendell, Karl Schmeckpeper, Junjiao Tian, Jean Oh, Maggie B. Wigness, Long Quang, Brandon Rothrock, Jeremy Nash, Matthew R. Walter, Florian Jentsch, Nicholas Roy

Field Robotics, March, 2022

FedFOR: Stateless Heterogeneous Federated Learning with First-Order Regularization.

Junjiao Tian, James Seale Smith, Zsolt Kira

CoRR, 2022

A Closer Look at Rehearsal-Free Continual Learning.

James Seale Smith, Junjiao Tian, Yen-Chang Hsu, Zsolt Kira

CoRR, 2022

Polyhistor: Parameter-Efficient Multi-Task Adaptation for Dense Vision Tasks.

Yen-Cheng Liu, Chih-Yao Ma, Junjiao Tian, Zijian He, Zsolt Kira

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Striking the Right Balance: Recall Loss for Semantic Segmentation.

Junjiao Tian, Niluthpol Chowdhury Mithun, Zachary Seymour, Han-Pang Chiu, Zsolt Kira

Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Open-Set Semi-Supervised Object Detection.

Yen-Cheng Liu, Chih-Yao Ma, Xiaoliang Dai, Junjiao Tian, Peter Vajda, Zijian He, Zsolt Kira

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Exploring Covariate and Concept Shift for Detection and Calibration of Out-of-Distribution Data.

Junjiao Tian, Yen-Chang Hsu, Yilin Shen, Hongxia Jin, Zsolt Kira

CoRR, 2021

Enhancing Multi-Robot Perception via Learned Data Association.

Nathaniel Glaser, Yen-Cheng Liu, Junjiao Tian, Zsolt Kira

CoRR, 2021

A Geometric Perspective towards Neural Calibration via Sensitivity Decomposition.

Junjiao Tian, Dylan Yung, Yen-Chang Hsu, Zsolt Kira

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Overcoming Obstructions via Bandwidth-Limited Multi-Agent Spatial Handshaking.

Nathaniel Glaser, Yen-Cheng Liu, Junjiao Tian, Zsolt Kira

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

2020

Posterior Re-calibration for Imbalanced Datasets.

Junjiao Tian, Yen-Cheng Liu, Nathaniel Glaser, Yen-Chang Hsu, Zsolt Kira

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

UNO: Uncertainty-aware Noisy-Or Multimodal Fusion for Unanticipated Input Degradation.

Junjiao Tian, Wesley Cheung, Nathaniel Glaser, Yen-Cheng Liu, Zsolt Kira

Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Who2com: Collaborative Perception via Learnable Handshake Communication.

Yen-Cheng Liu, Junjiao Tian, Chih-Yao Ma, Nathan Glaser, Chia-Wen Kuo, Zsolt Kira

Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

When2com: Multi-Agent Perception via Communication Graph Grouping.

Yen-Cheng Liu, Junjiao Tian, Nathaniel Glaser, Zsolt Kira

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Image Captioning with Compositional Neural Module Networks.

Junjiao Tian, Jean Oh

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019