Junjie Hu

Class Incremental Medical Image Segmentation via Prototype-Guided Calibration and Dual-Aligned Distillation AAAI 2026 GRAFF: GRaph-Augmented Fine-grained Fusion for Large Language Models EACL 2026 Learning to Select Visual Tools from Experience CVPR 2026 OctoMed: Data Recipes for State-of-the-Art Multimodal Medical Reasoning CVPR 2026 Perceiving the Near, Reasoning the Distant: Coherent Long-Horizon Trajectory Prediction for Autonomous Driving CVPR 2026 PETAR: Localized Findings Generation with Mask-Aware Vision-Language Modeling for PET Automated Reporting CVPR 2026 PositionIC: Unified Position and Identity Consistency for Image Customization CVPR 2026 DualNet: Robust Self-Supervised Stereo Matching with Pseudo-Label Supervision AAAI 2025 Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts ICCV 2025 MA-LoT: Model-Collaboration Lean-based Long Chain-of-Thought Reasoning enhances Formal Theorem Proving ICML 2025 Model Editing as a Robust and Denoised variant of DPO: A Case Study on Toxicity ICLR 2025 No Preference Left Behind: Group Distributional Preference Optimization ICLR 2025 Probing LLM World Models: Enhancing Guesstimation with Wisdom of Crowds Decoding EMNLP 2025 Scoring, Remember, and Reference: Catching Camouflaged Objects in Videos ICCV 2025 SGFormer: Satellite-Ground Fusion for 3D Semantic Scene Completion CVPR 2025 V-SEAM: Visual Semantic Editing and Attention Modulating for Causal Interpretability of Vision-Language Models EMNLP 2025 BackdoorAlign: Mitigating Fine-tuning based Jailbreak Attack with Backdoor Enhanced Safety Alignment NeurIPS 2024 Benchmarking Machine Translation with Cultural Awareness EMNLP 2024 Beyond Demographics: Aligning Role-playing LLM-based Agents Using Human Belief Networks EMNLP 2024 Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges ACL 2024 DFA-RAG: Conversational Semantic Router for Large Language Model with Definite Finite Automaton ICML 2024 How does Multi-Task Training Affect Transformer In-Context Capabilities? Investigations with Function Classes NAACL 2024 How Useful is Continued Pre-Training for Generative Unsupervised Domain Adaptation? ACL 2024 Learning Label Hierarchy with Supervised Contrastive Learning EACL 2024 Lookahead Exploration with Neural Radiance Representation for Continuous Vision-Language Navigation CVPR 2024 OLIVE: Object Level In-Context Visual Embeddings ACL 2024 Simulating Opinion Dynamics with Networks of LLM-based Agents NAACL 2024 Is Fine-tuning Needed? Pre-trained Language Models Are Near Perfect for Out-of-Domain Detection ACL 2023 Local Byte Fusion for Neural Machine Translation ACL 2023 Retrieving Multimodal Prompts for Generative Visual Question Answering ACL 2023 Single Sequence Prediction over Reasoning Graphs for Multi-hop QA ACL 2023 Beyond Counting Datasets: A Survey of Multilingual Dataset Construction and Necessary Resources EMNLP 2022 DEEP: DEnoising Entity Pre-training for Neural Machine Translation ACL 2022 GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems ACL 2022 MIA 2022 Shared Task: Evaluating Cross-lingual Open-Retrieval Question Answering for 16 Diverse Languages NAACL 2022 Private Semi-Supervised Federated Learning IJCAI 2022 Utilizing Language-Image Pretraining for Efficient and Robust Bilingual Word Alignment EMNLP 2022 AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages EMNLP 2021 Explicit Alignment Objectives for Multilingual Bidirectional Encoders NAACL 2021 Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models NAACL 2021 Phrase-level Active Learning for Neural Machine Translation EMNLP 2021 XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation EMNLP 2021 On Learning Language-Invariant Representations for Universal Machine Translation ICML 2020 TICO-19: the Translation Initiative for COvid-19 EMNLP 2020 Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting ACL 2020 What Makes A Good Story? Designing Composite Rewards for Visual Storytelling AAAI 2020 XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalisation ICML 2020 compare-mt: A Tool for Holistic Comparison of Language Generation Systems NAACL 2019 Domain Adaptation of Neural Machine Translation by Lexicon Induction ACL 2019 Domain Differential Adaptation for Neural Machine Translation EMNLP 2019 Handling Syntactic Divergence in Low-resource Machine Translation EMNLP 2019 REO-Relevance, Extraness, Omission: A Fine-grained Evaluation for Image Captioning EMNLP 2019 Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings EMNLP 2019 Visualization of Convolutional Neural Networks for Monocular Depth Estimation ICCV 2019 Automatic Estimation of Simultaneous Interpreter Performance ACL 2018 Contextual Encoding for Translation Quality Estimation EMNLP 2018 Rapid Adaptation of Neural Machine Translation to New Languages EMNLP 2018 Semi-Supervised QA with Generative Domain-Adaptive Nets ACL 2017 Structural Embedding of Syntactic Trees for Machine Comprehension EMNLP 2017