Active learning for imbalance problem using L-GEM of RBFNN. - Junjie Hu 001 (ICMLC, 2012)

Exploiting homophily-based implicit social network to improve recommendation performance. - Tong Zhao 002; Junjie Hu 001; Pinjia He; Hang Fan; Michael R. Lyu; Irwin King (IJCNN, 2014)

Kernelized Online Imbalanced Learning with Fixed Budgets. - Junjie Hu 001; Haiqin Yang; Irwin King; Michael R. Lyu; Anthony Man-Cho So (AAAI, 2015)

AR-Tracker: Track the Dynamics of Mobile Apps via User Review Mining. - Cuiyun Gao 001; Hui Xu 009; Junjie Hu 001; Yangfan Zhou (SOSE, 2015)

Learning Lexical Entries for Robotic Commands using Crowdsourcing. - Junjie Hu 001; Jean Oh; Anatole Gershman (CoRR, 2016)

Semi-Supervised QA with Generative Domain-Adaptive Nets. - Zhilin Yang 001; Junjie Hu 001; Ruslan Salakhutdinov; William W. Cohen (ACL (1), 2017)

Structural Embedding of Syntactic Trees for Machine Comprehension. - Rui Liu; Junjie Hu 001; Wei Wei; Zi Yang; Eric Nyberg (EMNLP, 2017)

Words or Characters? Fine-grained Gating for Reading Comprehension. - Zhilin Yang 001; Bhuwan Dhingra; Ye Yuan; Junjie Hu 001; William W. Cohen; Ruslan Salakhutdinov (ICLR (Poster), 2017)

Principled Hybrids of Generative and Discriminative Domain Adaptation. - Han Zhao 002; Zhenyao Zhu; Junjie Hu 001; Adam Coates 002; Geoffrey J. Gordon (CoRR, 2017)

Automatic Estimation of Simultaneous Interpreter Performance. - Craig Stewart; Nikolai Vogler; Junjie Hu 001; Jordan L. Boyd-Graber; Graham Neubig (ACL (2), 2018)

Rapid Adaptation of Neural Machine Translation to New Languages. - Graham Neubig; Junjie Hu 001 (EMNLP, 2018)

Contextual Encoding for Translation Quality Estimation. - Junjie Hu 001; Wei-Cheng Chang; Yuexin Wu; Graham Neubig (WMT (shared task), 2018)

Online Nonlinear AUC Maximization for Imbalanced Data Sets. - Junjie Hu 001; Haiqin Yang; Michael R. Lyu; Irwin King; Anthony Man-Cho So (IEEE Trans. Neural Networks Learn. Syst., 2018)

Domain Adaptation of Neural Machine Translation by Lexicon Induction. - Junjie Hu 001; Mengzhou Xia; Graham Neubig; Jaime G. Carbonell (ACL (1), 2019)

Deep Generative and Discriminative Domain Adaptation. - Han Zhao 002; Junjie Hu 001; Zhenyao Zhu; Adam Coates 002; Geoffrey J. Gordon (AAMAS, 2019)

A Hybrid Retrieval-Generation Neural Conversation Model. - Liu Yang 005; Junjie Hu 001; Minghui Qiu; Chen Qu 001; Jianfeng Gao 001; W. Bruce Croft; Xiaodong Liu 003; Yelong Shen; Jingjing Liu 001 (CIKM, 2019)

Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings. - Zi-Yi Dou; Junjie Hu 001; Antonios Anastasopoulos; Graham Neubig (EMNLP/IJCNLP (1), 2019)

Domain Differential Adaptation for Neural Machine Translation. - Zi-Yi Dou; Xinyi Wang 001; Junjie Hu 001; Graham Neubig (NGT@EMNLP-IJCNLP, 2019)

REO-Relevance, Extraness, Omission: A Fine-grained Evaluation for Image Captioning. - Ming Jiang 018; Junjie Hu 001; Qiuyuan Huang; Lei Zhang 001; Jana Diesner; Jianfeng Gao 001 (EMNLP/IJCNLP (1), 2019)

Handling Syntactic Divergence in Low-resource Machine Translation. - Chunting Zhou; Xuezhe Ma; Junjie Hu 001; Graham Neubig (EMNLP/IJCNLP (1), 2019)

compare-mt: A Tool for Holistic Comparison of Language Generation Systems. - Graham Neubig; Zi-Yi Dou; Junjie Hu 001; Paul Michel; Danish Pruthi; Xinyi Wang 001 (NAACL-HLT (Demonstrations), 2019)

The ARIEL-CMU Systems for LoReHLT18. - Aditi Chaudhary; Siddharth Dalmia; Junjie Hu 001; Xinjian Li; Austin Matthews; Aldrian Obaja Muis; Naoki Otani; Shruti Rijhwani; Zaid Sheikh; Nidhi Vyas; Xinyi Wang 001; Jiateng Xie; et al. (CoRR, 2019)

What Makes A Good Story? Designing Composite Rewards for Visual Storytelling. - Junjie Hu 001; Yu Cheng 001; Zhe Gan; Jingjing Liu 001; Jianfeng Gao 001; Graham Neubig (AAAI, 2020)

Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting. - Po-Yao Huang 001; Junjie Hu 001; Xiaojun Chang; Alexander G. Hauptmann (ACL, 2020)

TICO-19: the Translation Initiative for COvid-19. - Antonios Anastasopoulos; Alessandro Cattelan; Zi-Yi Dou; Marcello Federico; Christian Federmann; Dmitriy Genzel; Francisco Guzmán; Junjie Hu 001; Macduff Hughes; Philipp Koehn; Rosie Lazar; William Lewis; et al. (NLP4COVID@EMNLP, 2020)

On Learning Language-Invariant Representations for Universal Machine Translation. - Han Zhao 002; Junjie Hu 001; Andrej Risteski (ICML, 2020)

XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalisation. - Junjie Hu 001; Sebastian Ruder; Aditya Siddhant; Graham Neubig; Orhan Firat; Melvin Johnson (ICML, 2020)

XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization. - Junjie Hu 001; Sebastian Ruder; Aditya Siddhant; Graham Neubig; Orhan Firat; Melvin Johnson (CoRR, 2020)

AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages. - Machel Reid; Junjie Hu 001; Graham Neubig; Yutaka Matsuo (EMNLP (1), 2021)

XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation. - Sebastian Ruder; Noah Constant; Jan A. Botha; Aditya Siddhant; Orhan Firat; Jinlan Fu; Pengfei Liu 003; Junjie Hu 001; Dan Garrette; Graham Neubig; Melvin Johnson (EMNLP (1), 2021)

Explicit Alignment Objectives for Multilingual Bidirectional Encoders. - Junjie Hu 001; Melvin Johnson; Orhan Firat; Aditya Siddhant; Graham Neubig (NAACL-HLT, 2021)

Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models. - Poyao Huang 001; Mandela Patrick; Junjie Hu 001; Graham Neubig; Florian Metze; Alex Hauptmann 001 (NAACL-HLT, 2021)

Phrase-level Active Learning for Neural Machine Translation. - Junjie Hu 001; Graham Neubig (WMT@EMNLP, 2021)

XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation. - Sebastian Ruder; Noah Constant; Jan A. Botha; Aditya Siddhant; Orhan Firat; Jinlan Fu; Pengfei Liu 003; Junjie Hu 001; Graham Neubig; Melvin Johnson (CoRR, 2021)

DEEP: DEnoising Entity Pre-training for Neural Machine Translation. - Junjie Hu 001; Hiroaki Hayashi; Kyunghyun Cho; Graham Neubig (ACL (1), 2022)

GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems. - Bosheng Ding; Junjie Hu 001; Lidong Bing; Sharifah Mahani Aljunied; Shafiq R. Joty; Luo Si; Chunyan Miao (ACL (1), 2022)

Beyond Counting Datasets: A Survey of Multilingual Dataset Construction and Necessary Resources. - Xinyan Yu 001; Trina Chatterjee; Akari Asai; Junjie Hu 001; Eunsol Choi (EMNLP (Findings), 2022)

Utilizing Language-Image Pretraining for Efficient and Robust Bilingual Word Alignment. - Tuan Dinh; Jy-yong Sohn; Shashank Rajput; Timothy Ossowski; Yifei Ming; Junjie Hu 001; Dimitris S. Papailiopoulos; Kangwook Lee 001 (EMNLP (Findings), 2022)

MIA 2022 Shared Task: Evaluating Cross-lingual Open-Retrieval Question Answering for 16 Diverse Languages. - Akari Asai; Shayne Longpre; Jungo Kasai; Chia-Hsuan Lee 001; Rui Zhang 037; Junjie Hu 001; Ikuya Yamada; Jonathan H. Clark; Eunsol Choi (CoRR, 2022)

Leveraging Word and Phrase Alignments for Multilingual Learning - Junjie Hu 001 (2022)

Retrieving Multimodal Prompts for Generative Visual Question Answering. - Timothy Ossowski; Junjie Hu 001 (ACL (Findings), 2023)

Is Fine-tuning Needed? Pre-trained Language Models Are Near Perfect for Out-of-Domain Detection. - Rheeya Uppaal; Junjie Hu 001; Yixuan Li 001 (ACL (1), 2023)

Domain-adapted large language models for classifying nuclear medicine reports. - Zachary Huemann; Changhee Lee; Junjie Hu 001; Steve Y. Cho; Tyler J. Bradshaw (CoRR, 2023)

ConTEXTual Net: A Multimodal Vision-Language Model for Segmentation of Pneumothorax. - Zachary Huemann; Junjie Hu 001; Tyler J. Bradshaw (CoRR, 2023)

Empowering LLM-based Machine Translation with Cultural Awareness. - Binwei Yao; Ming Jiang 018; Diyi Yang; Junjie Hu 001 (CoRR, 2023)

Multimodal Prompt Retrieval for Generative Visual Question Answering. - Timothy Ossowski; Junjie Hu 001 (CoRR, 2023)

Automatic Personalized Impression Generation for PET Reports Using Large Language Models. - Xin Tie; Muheon Shin; Ali Pirasteh; Nevein Ibrahim; Zachary Huemann; Sharon M. Castellino; Kara M. Kelly; John W. Garrett; Junjie Hu 001; Steve Y. Cho; Tyler J. Bradshaw (CoRR, 2023)

CFBenchmark: Chinese Financial Assistant Benchmark for Large Language Model. - Yang Lei; Jiangtong Li; Ming Jiang 018; Junjie Hu 001; Dawei Cheng; Zhijun Ding; Changjun Jiang (CoRR, 2023)

Evolving Domain Adaptation of Pretrained Language Models for Text Classification. - Yun-Shiuan Chuang; Yi Wu; Dhruv Gupta; Rheeya Uppaal; Ananya Kumar; Luhang Sun; Makesh Narsimhan Sreedhar; Sijia Yang; Timothy T. Rogers; Junjie Hu 001 (CoRR, 2023)

Evaluating LLM Agent Group Dynamics against Human Group Dynamics: A Case Study on Wisdom of Partisan Crowds. - Yun-Shiuan Chuang; Siddharth Suresh; Nikunj Harlalka; Agam Goyal; Robert Hawkins; Sijia Yang; Dhavan Shah; Junjie Hu 001; Timothy T. Rogers (CoRR, 2023)

Video Pivoting Unsupervised Multi-Modal Machine Translation. - Mingjie Li 006; Po-Yao Huang 001; Xiaojun Chang; Junjie Hu 001; Yi Yang 001; Alex Hauptmann 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

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 001; Anh Tuan Luu; Shafiq Joty (ACL (Findings), 2024)

OLIVE: Object Level In-Context Visual Embeddings. - Timothy Ossowski; Junjie Hu 001 (ACL (1), 2024)

Lookahead Exploration with Neural Radiance Representation for Continuous Vision-Language Navigation. - Zihan Wang; Xiangyang Li 002; Jiahao Yang; Yeqi Liu; Junjie Hu 001; Ming Jiang 018; Shuqiang Jiang (CVPR, 2024)

Learning Label Hierarchy with Supervised Contrastive Learning. - Ruixue Lian; William A. Sethares; Junjie Hu 001 (EACL (Findings), 2024)

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 001; Timothy T. Rogers (EMNLP (Findings), 2024)

Benchmarking Machine Translation with Cultural Awareness. - Binwei Yao; Ming Jiang 018; Tara Bobinac; Diyi Yang; Junjie Hu 001 (EMNLP (Findings), 2024)

How does Multi-Task Training Affect Transformer In-Context Capabilities? Investigations with Function Classes. - Harmon Bhasin; Timothy Ossowski; Yiqiao Zhong; Junjie Hu 001 (NAACL (Short Papers), 2024)

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 001; Timothy T. Rogers (NAACL-HLT (Findings), 2024)

BackdoorAlign: Mitigating Fine-tuning based Jailbreak Attack with Backdoor Enhanced Safety Alignment. - Jiongxiao Wang; Jiazhao Li; Yiquan Li; Xiangyu Qi; Junjie Hu 001; Sharon Li 001; Patrick McDaniel; Muhao Chen 001; Bo Li 026; Chaowei Xiao (NeurIPS, 2024)

Prompting Large Vision-Language Models for Compositional Reasoning. - Timothy Ossowski; Ming Jiang 018; Junjie Hu 001 (CoRR, 2024)

FEUDA: Frustratingly Easy Prompt Based Unsupervised Domain Adaptation. - Rheeya Uppaal; Yixuan Li 001; Junjie Hu 001 (CoRR, 2024)

Mitigating Fine-tuning Jailbreak Attack with Backdoor Enhanced Alignment. - Jiongxiao Wang; Jiazhao Li; Yiquan Li; Xiangyu Qi; Junjie Hu 001; Yixuan Li 001; Patrick McDaniel; Muhao Chen 001; Bo Li 026; Chaowei Xiao (CoRR, 2024)

Automatic Quantification of Serial PET/CT Images for Pediatric Hodgkin Lymphoma Patients Using a Longitudinally-Aware Segmentation Network. - Xin Tie; Muheon Shin; Changhee Lee; Scott B. Perlman; Zachary Huemann; Amy J. Weisman; Sharon M. Castellino; Kara M. Kelly; Kathleen M. McCarten; Adina L. Alazraki; Junjie Hu 001; Steve Y. Cho; et al. (CoRR, 2024)

DeTox: Toxic Subspace Projection for Model Editing. - Rheeya Uppaal; Apratim Dey; Yiting He; Yiqiao Zhong; Junjie Hu 001 (CoRR, 2024)

PyramidKV: Dynamic KV Cache Compression based on Pyramidal Information Funneling. - Zefan Cai; Yichi Zhang; Bofei Gao; Yuliang Liu; Tianyu Liu 001; Keming Lu; Wayne Xiong; Yue Dong 002; Baobao Chang; Junjie Hu 001; Wen Xiao (CoRR, 2024)

LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Feedback. - Bofei Gao; Zefan Cai; Runxin Xu; Peiyi Wang; Ce Zheng; Runji Lin; Keming Lu; Junyang Lin; Chang Zhou; Wen Xiao; Junjie Hu 001; Tianyu Liu 001; et al. (CoRR, 2024)

How Well Do LLMs Identify Cultural Unity in Diversity? - Jialin Li; Junli Wang 001; Junjie Hu 001; Ming Jiang 018 (CoRR, 2024)

COMMA: A Communicative Multimodal Multi-Agent Benchmark. - Timothy Ossowski; Jixuan Chen; Danyal Maqbool; Zefan Cai; Tyler J. Bradshaw; Junjie Hu 001 (CoRR, 2024)

Large Language Models Are Active Critics in NLG Evaluation. - Shuying Xu; Junjie Hu 001; Ming Jiang 018 (CoRR, 2024)

MetaWriter: Exploring the Potential and Perils of AI Writing Support in Scientific Peer Review. - Lu Sun; Stone Tao; Junjie Hu 001; Steven P. Dow (Proc. ACM Hum. Comput. Interact., 2024)

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 001 (ICLR, 2025)

No Preference Left Behind: Group Distributional Preference Optimization. - Binwei Yao; Zefan Cai; Yun-Shiuan Chuang; Shanglin Yang; Ming Jiang 018; Diyi Yang; Junjie Hu 001 (ICLR, 2025)

Probing LLM World Models: Enhancing Guesstimation with Wisdom of Crowds Decoding. - Yun-Shiuan Chuang; Nikunj Harlalka; Sameer Narendran; Alexander Cheung; Sizhe Gao; Siddharth Suresh; Junjie Hu 001; Timothy T. Rogers (CoRR, 2025)

Vision-Language Modeling in PET/CT for Visual Grounding of Positive Findings. - Zachary Huemann; Samuel Church; Joshua D. Warner; Daniel Tran; Xin Tie; Alan B. McMillan; Junjie Hu 001; Steve Y. Cho; Meghan G. Lubner; Tyler J. Bradshaw (CoRR, 2025)

AI as a deliberative partner fosters intercultural empathy for Americans but fails for Latin American participants. - Isabel Villanueva; Tara Bobinac; Binwei Yao; Junjie Hu 001; Kaiping Chen (CoRR, 2025)