| 2026 | AAAI | Class Incremental Medical Image Segmentation via Prototype-Guided Calibration and Dual-Aligned Distillation. | Shengqian Zhu, Chengrong Yu, Qiang Wang, Ying Song, Guangjun Li, Jiafei Wu, Xiaogang Xu, Zhang Yi, Junjie Hu |
| 2026 | ACL | From Heads to Neurons: Causal Attribution and Steering in Multi-Task Vision-Language Models. | Qidong Wang, Junjie Hu, Ming Jiang |
| 2026 | ACL | Formally Specifying the Intended Behavior of the Program: LLM-Driven Neuro-Symbolic Program Specification Synthesis. | Cheng Wen, Junjie Hu, YiKun Hu, Jie Su, Bin Yu, Dugang Liu, Zhiwu Xu, Weidi Sun, Shengchao Qin, Cong Tian |
| 2026 | ACL | MENTOR: Efficient Autoregressive Image Generation with Balanced Multimodal Control. | Haozhe Zhao, Zefan Cai, Shuzheng Si, Liang Chen, Jiuxiang Gu, Wen Xiao, Minjia Zhang, Junjie Hu |
| 2026 | EACL | GRAFF: GRaph-Augmented Fine-grained Fusion for Large Language Models. | Himanshu Chaudhary, Ruida Wang, Gowtham Ramesh, Junjie Hu |
| 2026 | ICPR | Implicit Neural Representations for Efficient Medical Image Segmentation. | Chong He, Zhicheng Zhang, Jiuhong Luan, Zhonglian Wei, Yuncheng Shen, Yingyong Yin, Yan Zhang, Junjie Hu |
| 2026 | SECON | DRShield: Coordinating Line-Rate Enforcement and Global Adaptation for Dynamic DDoS Defense. | Junjie Hu, Qihang Zhou, Zibo Gao, Yixin Zhang, Haiyang Li, Xiaoqi Jia, Zhiqiang Lv |
| 2025 | AAAI | DualNet: Robust Self-Supervised Stereo Matching with Pseudo-Label Supervision. | Yun Wang, Jiahao Zheng, Chenghao Zhang, Zhanjie Zhang, Kunhong Li, Yongjian Zhang, Junjie Hu |
| 2025 | CCS | SISTAR: An Efficient DDoS Detection and Mitigation Framework Utilizing Programmable Data Planes. | Junjie Hu, Feng Guo, Qihang Zhou, Yixin Zhang, Zibo Gao, Yinglong Han, Zhiqiang Lv |
| 2025 | CEC | A Dual-Resolution Cooperative Evolutionary Algorithm for Multi-Objective IMRT Inverse Planning. | Yuan Yao, Chen Li, Jun Wu, Zhang Yi, Ying Song, Guangjun Li, Junjie Hu |
| 2025 | CSCWD | DeepBytes: Hierarchical Features Fusion with Deep Byte Feature for Malicious Traffic Detection. | Yinglong Han, Haiyang Li, Feng Guo, Yixin Zhang, Junjie Hu, Zhiqiang Lv |
| 2025 | CVPR | SGFormer: Satellite-Ground Fusion for 3D Semantic Scene Completion. | Xiyue Guo, Jiarui Hu, Junjie Hu, Hujun Bao, Guofeng Zhang |
| 2025 | EMNLP | Probing LLM World Models: Enhancing Guesstimation with Wisdom of Crowds Decoding. | Yun-Shiuan Chuang, Sameer Narendran, Nikunj Harlalka, Alexander Cheung, Sizhe Gao, Siddharth Suresh, Junjie Hu, Timothy T. Rogers |
| 2025 | EMNLP | V-SEAM: Visual Semantic Editing and Attention Modulating for Causal Interpretability of Vision-Language Models. | Qidong Wang, Junjie Hu, Ming Jiang |
| 2025 | ICASSP | Problem Solving-Oriented Programming Knowledge Tracing from Behavior to Thought. | Tao Huang, Linxia Tang, Huali Yang, Xinjia Ou, Shengze Hu, Jing Geng, Junjie Hu |
| 2025 | ICCV | Scoring, Remember, and Reference: Catching Camouflaged Objects in Videos. | Yu'ang Feng, Shuyong Gao, Fuzhen Yan, Yicheng Song, Lingyi Hong, Junjie Hu, Wenqiang Zhang |
| 2025 | ICCV | Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts. | Yun Wang, Longguang Wang, Chenghao Zhang, Yongjian Zhang, Zhanjie Zhang, Ao Ma, Chenyou Fan, Tin Lun Lam, Junjie Hu |
| 2025 | ICLR | Model Editing as a Robust and Denoised variant of DPO: A Case Study on Toxicity. | Rheeya Uppaal, Apratim Dey, Yiting He, Yiqiao Zhong, Junjie Hu |
| 2025 | ICLR | No Preference Left Behind: Group Distributional Preference Optimization. | Binwei Yao, Zefan Cai, Yun-Shiuan Chuang, Shanglin Yang, Ming Jiang, Diyi Yang, Junjie Hu |
| 2025 | ICML | MA-LoT: Model-Collaboration Lean-based Long Chain-of-Thought Reasoning enhances Formal Theorem Proving. | Ruida Wang, Rui Pan, Yuxin Li, Jipeng Zhang, Yizhen Jia, Shizhe Diao, Renjie Pi, Junjie Hu, Tong Zhang |
| 2025 | ICRA | Topology-Based Visual Active Room Segmentation. | Chenyu Bao, Junjie Hu, Qiu Zheng, Tin Lun Lam |
| 2025 | ICRA | Transferring Visual Knowledge: Semi-Supervised Instance Segmentation for Object Navigation Across Varying Height Viewpoints. | Qiu Zheng, Junjie Hu, Yuming Liu, Zengfeng Zeng, Fan Wang, Tin Lun Lam |
| 2025 | ICWS | Graph-Based Intelligent Wrapping Framework for Industrial Control Program Snippets Based on Service Computing and Llms. | Huifeng Wu, Yingzhe Bao, Junjie Hu, Liutao Xiang, Danfeng Sun, Baiping Chen, Zhiguo Shi |
| 2025 | MICCAI | A Three-Stage Semi-supervised Fine-Tuning Method for SAM2 in Real-Time MRI Tumor Segmentation. | Kailin He, Shengqian Zhu, Ying Song, Guangjun Li, Junjie Hu |
| 2024 | ACL | Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges. | Bosheng Ding, Chengwei Qin, Ruochen Zhao, Tianze Luo, Xinze Li, Guizhen Chen, Wenhan Xia, Junjie Hu, Anh Tuan Luu, Shafiq Joty |
| 2024 | ACL | OLIVE: Object Level In-Context Visual Embeddings. | Timothy Ossowski, Junjie Hu |
| 2024 | CogSci | Simulating Opinion Dynamics with Networks of LLM-based Agents. | Yun-Shiuan Chuang, Agam Goyal, Nikunj Harlalka, Siddharth Suresh, Robert Hawkins, Sijia Yang, Dhavan Shah, Junjie Hu, Timothy T. Rogers |
| 2024 | CogSci | The Wisdom of Partisan Crowds: Comparing Collective Intelligence in Humans and LLM-based Agents. | Yun-Shiuan Chuang, Nikunj Harlalka, Siddharth Suresh, Agam Goyal, Robert Hawkins, Sijia Yang, Dhavan Shah, Junjie Hu, Timothy T. Rogers |
| 2024 | CVPR | Lookahead Exploration with Neural Radiance Representation for Continuous Vision-Language Navigation. | Zihan Wang, Xiangyang Li, Jiahao Yang, Yeqi Liu, Junjie Hu, Ming Jiang, Shuqiang Jiang |
| 2024 | DEXA | Evaluating Performance of LLaMA2 Large Language Model Enhanced by QLoRA Fine-Tuning for English Grammatical Error Correction. | Jing An, Yanbing Bai, Jiyi Li, Junjie Hu, Rui Li, Yuxi Xiao, Rui Hua |
| 2024 | EACL | Learning Label Hierarchy with Supervised Contrastive Learning. | Ruixue Lian, William A. Sethares, Junjie Hu |
| 2024 | EMNLP | Beyond Demographics: Aligning Role-playing LLM-based Agents Using Human Belief Networks. | Yun-Shiuan Chuang, Krirk Nirunwiroj, Zach Studdiford, Agam Goyal, Vincent Frigo, Sijia Yang, Dhavan Shah, Junjie Hu, Timothy T. Rogers |
| 2024 | EMNLP | Benchmarking Machine Translation with Cultural Awareness. | Binwei Yao, Ming Jiang, Tara Bobinac, Diyi Yang, Junjie Hu |
| 2024 | ICML | DFA-RAG: Conversational Semantic Router for Large Language Model with Definite Finite Automaton. | Yiyou Sun, Junjie Hu, Wei Cheng, Haifeng Chen |
| 2024 | ICRA | Meta-Reinforcement Learning Based Cooperative Surface Inspection of 3D Uncertain Structures using Multi-robot Systems. | Junfeng Chen, Yuan Gao, Junjie Hu, Fuqin Deng, Tin Lun Lam |
| 2024 | ICRA | From Satellite to Ground: Satellite Assisted Visual Localization with Cross-view Semantic Matching. | Xiyue Guo, Haocheng Peng, Junjie Hu, Hujun Bao, Guofeng Zhang |
| 2024 | IROS | Streamlining Forest Wildfire Surveillance: AI-Enhanced UAVs Utilizing the FLAME Aerial Video Dataset for Lightweight and Efficient Monitoring. | Lemeng Zhao, Junjie Hu, Jianchao Bi, Yanbing Bai, Erick Mas, Shunichi Koshimura |
| 2024 | ICWS | Graph Anomaly Detection in Programmable Logic Controllers Based on Service Computing. | Huifeng Wu, Junjie Hu, Xi Tian, Zeyun Xiao, Danfeng Sun, Ren Simon |
| 2024 | ISCC | A Conducted Compromising Emanations Method on High-Speed USB Devices via USB Hubs. | Yixin Zhang, Haiyang Li, Qingqing Ye, Junjie Hu, Yinglong Han, Zhiqiang Lv |
| 2024 | NAACL | How does Multi-Task Training Affect Transformer In-Context Capabilities? Investigations with Function Classes. | Harmon Bhasin, Timothy Ossowski, Yiqiao Zhong, Junjie Hu |
| 2024 | NAACL | Simulating Opinion Dynamics with Networks of LLM-based Agents. | Yun-Shiuan Chuang, Agam Goyal, Nikunj Harlalka, Siddharth Suresh, Robert Hawkins, Sijia Yang, Dhavan Shah, Junjie Hu, Timothy T. Rogers |
| 2023 | ACL | Retrieving Multimodal Prompts for Generative Visual Question Answering. | Timothy Ossowski, Junjie Hu |
| 2023 | ACL | Single Sequence Prediction over Reasoning Graphs for Multi-hop QA. | Gowtham Ramesh, Makesh Narsimhan Sreedhar, Junjie Hu |
| 2023 | ACL | Local Byte Fusion for Neural Machine Translation. | Makesh Narsimhan Sreedhar, Xiangpeng Wan, Yu Cheng, Junjie Hu |
| 2023 | ACL | Is Fine-tuning Needed? Pre-trained Language Models Are Near Perfect for Out-of-Domain Detection. | Rheeya Uppaal, Junjie Hu, Yixuan Li |
| 2023 | ICONIP | Trajectory Prediction with Contrastive Pre-training and Social Rank Fine-Tuning. | Chenyou Fan, Haiqi Jiang, Aimin Huang, Junjie Hu |
| 2023 | ICRA | Descriptor Distillation for Efficient Multi-Robot SLAM. | Xiyue Guo, Junjie Hu, Hujun Bao, Guofeng Zhang |
| 2023 | KSEM | Boosting LightWeight Depth Estimation via Knowledge Distillation. | Junjie Hu, Chenyou Fan, Hualie Jiang, Xiyue Guo, Yuan Gao, Xiangyong Lu, Tin Lun Lam |
| 2022 | ACL | DEEP: DEnoising Entity Pre-training for Neural Machine Translation. | Junjie Hu, Hiroaki Hayashi, Kyunghyun Cho, Graham Neubig |
| 2022 | ACL | GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems. | Bosheng Ding, Junjie Hu, Lidong Bing, Sharifah Mahani Aljunied, Shafiq R. Joty, Luo Si, Chunyan Miao |
| 2022 | EMNLP | Beyond Counting Datasets: A Survey of Multilingual Dataset Construction and Necessary Resources. | Xinyan Yu, Trina Chatterjee, Akari Asai, Junjie Hu, Eunsol Choi |
| 2022 | EMNLP | Utilizing Language-Image Pretraining for Efficient and Robust Bilingual Word Alignment. | Tuan Dinh, Jy-yong Sohn, Shashank Rajput, Timothy Ossowski, Yifei Ming, Junjie Hu, Dimitris S. Papailiopoulos, Kangwook Lee |
| 2022 | IJCAI | Private Semi-Supervised Federated Learning. | Chenyou Fan, Junjie Hu, Jianwei Huang |
| 2021 | EMNLP | AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages. | Machel Reid, Junjie Hu, Graham Neubig, Yutaka Matsuo |
| 2021 | EMNLP | XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation. | Sebastian Ruder, Noah Constant, Jan A. Botha, Aditya Siddhant, Orhan Firat, Jinlan Fu, Pengfei Liu, Junjie Hu, Dan Garrette, Graham Neubig, Melvin Johnson |
| 2021 | HPCC | A Method for Calculating the Potential Crowdedness of Urban Emergency Shelters. | Xinxiang Wang, Minglei Guan, Junjie Hu, Chenyang Tian, Hong Shi, Qingquan Li |
| 2021 | IROS | FEANet: Feature-Enhanced Attention Network for RGB-Thermal Real-time Semantic Segmentation. | Fuqin Deng, Hua Feng, Mingjian Liang, Hongmin Wang, Yong Yang, Yuan Gao, Junfeng Chen, Junjie Hu, Xiyue Guo, Tin Lun Lam |
| 2021 | NAACL | Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models. | Poyao Huang, Mandela Patrick, Junjie Hu, Graham Neubig, Florian Metze, Alex Hauptmann |
| 2021 | NAACL | Explicit Alignment Objectives for Multilingual Bidirectional Encoders. | Junjie Hu, Melvin Johnson, Orhan Firat, Aditya Siddhant, Graham Neubig |
| 2020 | AAAI | What Makes A Good Story? Designing Composite Rewards for Visual Storytelling. | Junjie Hu, Yu Cheng, Zhe Gan, Jingjing Liu, Jianfeng Gao, Graham Neubig |
| 2020 | ACL | Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting. | Po-Yao Huang, Junjie Hu, Xiaojun Chang, Alexander G. Hauptmann |
| 2020 | EMNLP | TICO-19: the Translation Initiative for COvid-19. | Antonios Anastasopoulos, Alessandro Cattelan, Zi-Yi Dou, Marcello Federico, Christian Federmann, Dmitriy Genzel, Francisco Guzmn, Junjie Hu, Macduff Hughes, Philipp Koehn, Rosie Lazar, William Lewis, Graham Neubig, Mengmeng Niu, Alp ktem, Eric Paquin, Grace Tang, Sylwia Tur |
| 2020 | ICML | On Learning Language-Invariant Representations for Universal Machine Translation. | Han Zhao, Junjie Hu, Andrej Risteski |
| 2020 | ICML | XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalisation. | Junjie Hu, Sebastian Ruder, Aditya Siddhant, Graham Neubig, Orhan Firat, Melvin Johnson |
| 2019 | ACL | Domain Adaptation of Neural Machine Translation by Lexicon Induction. | Junjie Hu, Mengzhou Xia, Graham Neubig, Jaime G. Carbonell |
| 2019 | CIKM | A Hybrid Retrieval-Generation Neural Conversation Model. | Liu Yang, Junjie Hu, Minghui Qiu, Chen Qu, Jianfeng Gao, W. Bruce Croft, Xiaodong Liu, Yelong Shen, Jingjing Liu |
| 2019 | EMNLP | Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings. | Zi-Yi Dou, Junjie Hu, Antonios Anastasopoulos, Graham Neubig |
| 2019 | EMNLP | Domain Differential Adaptation for Neural Machine Translation. | Zi-Yi Dou, Xinyi Wang, Junjie Hu, Graham Neubig |
| 2019 | EMNLP | REO-Relevance, Extraness, Omission: A Fine-grained Evaluation for Image Captioning. | Ming Jiang, Junjie Hu, Qiuyuan Huang, Lei Zhang, Jana Diesner, Jianfeng Gao |
| 2019 | EMNLP | Handling Syntactic Divergence in Low-resource Machine Translation. | Chunting Zhou, Xuezhe Ma, Junjie Hu, Graham Neubig |
| 2019 | ICCV | Visualization of Convolutional Neural Networks for Monocular Depth Estimation. | Junjie Hu, Yan Zhang, Takayuki Okatani |
| 2019 | ICTAI | Residual Neural Network Based Classification of Macular Edema in OCT. | Yueyao Huang, Junjie Hu |
| 2019 | NAACL | compare-mt: A Tool for Holistic Comparison of Language Generation Systems. | Graham Neubig, Zi-Yi Dou, Junjie Hu, Paul Michel, Danish Pruthi, Xinyi Wang |
| 2019 | WACV | Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps With Accurate Object Boundaries. | Junjie Hu, Mete Ozay, Yan Zhang, Takayuki Okatani |
| 2018 | ACL | Automatic Estimation of Simultaneous Interpreter Performance. | Craig Stewart, Nikolai Vogler, Junjie Hu, Jordan L. Boyd-Graber, Graham Neubig |
| 2018 | EMNLP | Rapid Adaptation of Neural Machine Translation to New Languages. | Graham Neubig, Junjie Hu |
| 2017 | ACL | Semi-Supervised QA with Generative Domain-Adaptive Nets. | Zhilin Yang, Junjie Hu, Ruslan Salakhutdinov, William W. Cohen |
| 2017 | EMNLP | Structural Embedding of Syntactic Trees for Machine Comprehension. | Rui Liu, Junjie Hu, Wei Wei, Zi Yang, Eric Nyberg |
| 2017 | ICIP | NON-rigid structure from motion via sparse self-expressive representation. | Junjie Hu, Terumasa Aoki |
| 2017 | ICLR | Words or Characters? Fine-grained Gating for Reading Comprehension. | Zhilin Yang, Bhuwan Dhingra, Ye Yuan, Junjie Hu, William W. Cohen, Ruslan Salakhutdinov |
| 2017 | MVA | Improving the performance of non-rigid 3D shape recovery by points classification. | Junjie Hu, Terumasa Aoki |
| 2015 | AAAI | Kernelized Online Imbalanced Learning with Fixed Budgets. | Junjie Hu, Haiqin Yang, Irwin King, Michael R. Lyu, Anthony Man-Cho So |
| 2015 | UIC | A Modified Asynchronous PSO Algorithm. | Daxin Tian, Junjie Hu, Haiying Xia, He Liu |
| 2014 | IJCNN | Exploiting homophily-based implicit social network to improve recommendation performance. | Tong Zhao, Junjie Hu, Pinjia He, Hang Fan, Michael R. Lyu, Irwin King |
| 2012 | ICMLC | Active learning for imbalance problem using L-GEM of RBFNN. | Junjie Hu |
| 2010 | ISKE | Application of C-type neural networks in collaborative medical diagnosis system. | Yaping Yang, Junjie Jiang, Junjie Hu |