← Authors

Junjie Hu

57 papers · 2017–2026 · 12 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (12) πŸƒ Academic Marathon (8) 🐝 Cross-Pollinator (7) 🌈 Renaissance Researcher (9) πŸ—ΊοΈ Taxonomy Completionist (104) πŸ”¬ Deep Specialist (16) 🧬 Topic Evolution 🀝 Dynamic Duo (19) 🌱 Topic Pioneer πŸ† Grand Slam ⚑ Prolific Year (5) πŸ’Ž Century Club (55) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (9) πŸ—ƒοΈ Keyword Collector (246) ❓ The Questioner (4)

Conferences

EMNLP (17) ACL (13) NAACL (6) ICML (4) AAAI (3) ICCV (3) IJCNLP (3) CVPR (2) EACL (2) ICLR (2) IJCAI (1) NIPS (1)

Top co-authors

Graham Neubig (19) Ming Jiang (6) Zi-Yi Dou (5) Timothy Ossowski (4) Yun-Shiuan Chuang (4) Antonios Anastasopoulos (3) Yixuan Li (3) Melvin Johnson (3) Aditya Siddhant (3) Rheeya Uppaal (3)

Keywords

neural machine translation (10) cross-lingual transfer (7) domain adaptation (6) machine translation (5) multimodal learning (4) image captioning (4) low-resource language (4) data augmentation (4) zero-shot learning (4) large language model (4) depth estimation (3) semi-supervised learning (3) vision-language model (3) multilingual model (3) transfer learning (3) fine-grained evaluation (3) reinforcement learning (2) domain generalization (2) text generation (2) unsupervised learning (2)

Papers

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
Probing LLM World Models: Enhancing Guesstimation with Wisdom of Crowds Decoding EMNLP 2025
DualNet: Robust Self-Supervised Stereo Matching with Pseudo-Label Supervision AAAI 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
MA-LoT: Model-Collaboration Lean-based Long Chain-of-Thought Reasoning enhances Formal Theorem Proving ICML 2025
Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts ICCV 2025
No Preference Left Behind: Group Distributional Preference Optimization ICLR 2025
Scoring, Remember, and Reference: Catching Camouflaged Objects in Videos ICCV 2025
Model Editing as a Robust and Denoised variant of DPO: A Case Study on Toxicity ICLR 2025
Benchmarking Machine Translation with Cultural Awareness EMNLP 2024
Beyond Demographics: Aligning Role-playing LLM-based Agents Using Human Belief Networks EMNLP 2024
Simulating Opinion Dynamics with Networks of LLM-based Agents NAACL 2024
How does Multi-Task Training Affect Transformer In-Context Capabilities? Investigations with Function Classes NAACL 2024
OLIVE: Object Level In-Context Visual Embeddings ACL 2024
Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges ACL 2024
How Useful is Continued Pre-Training for Generative Unsupervised Domain Adaptation? ACL 2024
Lookahead Exploration with Neural Radiance Representation for Continuous Vision-Language Navigation CVPR 2024
Learning Label Hierarchy with Supervised Contrastive Learning EACL 2024
DFA-RAG: Conversational Semantic Router for Large Language Model with Definite Finite Automaton ICML 2024
BackdoorAlign: Mitigating Fine-tuning based Jailbreak Attack with Backdoor Enhanced Safety Alignment NIPS 2024
Retrieving Multimodal Prompts for Generative Visual Question Answering ACL 2023
Is Fine-tuning Needed? Pre-trained Language Models Are Near Perfect for Out-of-Domain Detection ACL 2023
Single Sequence Prediction over Reasoning Graphs for Multi-hop QA ACL 2023
Local Byte Fusion for Neural Machine Translation ACL 2023
DEEP: DEnoising Entity Pre-training for Neural Machine Translation ACL 2022
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems ACL 2022
Beyond Counting Datasets: A Survey of Multilingual Dataset Construction and Necessary Resources EMNLP 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
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation EMNLP 2021
AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages EMNLP 2021
Phrase-level Active Learning for Neural Machine Translation EMNLP 2021
Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models NAACL 2021
Explicit Alignment Objectives for Multilingual Bidirectional Encoders NAACL 2021
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
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
Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings IJCNLP 2019
REO-Relevance, Extraness, Omission: A Fine-grained Evaluation for Image Captioning IJCNLP 2019
compare-mt: A Tool for Holistic Comparison of Language Generation Systems NAACL 2019
Visualization of Convolutional Neural Networks for Monocular Depth Estimation ICCV 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
Handling Syntactic Divergence in Low-resource Machine Translation EMNLP 2019
Handling Syntactic Divergence in Low-resource Machine Translation IJCNLP 2019
Domain Adaptation of Neural Machine Translation by Lexicon Induction ACL 2019
Domain Differential Adaptation for Neural Machine Translation EMNLP 2019
Rapid Adaptation of Neural Machine Translation to New Languages EMNLP 2018
Contextual Encoding for Translation Quality Estimation EMNLP 2018
Automatic Estimation of Simultaneous Interpreter Performance ACL 2018
Semi-Supervised QA with Generative Domain-Adaptive Nets ACL 2017
Structural Embedding of Syntactic Trees for Machine Comprehension EMNLP 2017