Hu, Junjie

27 publications

TMLR 2025 COMMA: A Communicative Multimodal Multi-Agent Benchmark Timothy Ossowski, Danyal Maqbool, Jixuan Chen, Zefan Cai, Tyler J. Bradshaw, Junjie Hu

AAAI 2025 DualNet: Robust Self-Supervised Stereo Matching with Pseudo-Label Supervision Yun Wang, Jiahao Zheng, Chenghao Zhang, Zhanjie Zhang, Kunhong Li, Yongjian Zhang, Junjie Hu

ICCV 2025 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

ICML 2025 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

ICLR 2025 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

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

NeurIPS 2025 PPMStereo: Pick-and-Play Memory Construction for Consistent Dynamic Stereo Matching Yun Wang, Junjie Hu, Qiaole Dong, Yongjian Zhang, Yanwei Fu, Tin Lun Lam, Dapeng Wu

NeurIPS 2025 R-KV: Redundancy-Aware KV Cache Compression for Reasoning Models Zefan Cai, Wen Xiao, Hanshi Sun, Cheng Luo, Yikai Zhang, Ke Wan, Yucheng Li, Yeyang Zhou, Li-Wen Chang, Jiuxiang Gu, Zhen Dong, Anima Anandkumar, Abedelkadir Asi, Junjie Hu

CVPR 2025 SGFormer: Satellite-Ground Fusion for 3D Semantic Scene Completion Xiyue Guo, Jiarui Hu, Junjie Hu, Hujun Bao, Guofeng Zhang

ICCV 2025 Scoring, Remember, and Reference: Catching Camouflaged Objects in Videos Yu'ang Feng, Shuyong Gao, Fuzhen Yan, Yicheng Song, Lingyi Hong, Junjie Hu, Wenqiang Zhang

NeurIPS 2024 BackdoorAlign: Mitigating Fine-Tuning Based Jailbreak Attack with Backdoor Enhanced Safety Alignment Jiongxiao Wang, Jiazhao Li, Yiquan Li, Xiangyu Qi, Junjie Hu, Yixuan Li, Patrick McDaniel, Muhao Chen, Bo Li, Chaowei Xiao

NeurIPSW 2024 Beyond Demographics: Aligning Role-Playing LLM-Based Agents Using Human Belief Networks Yun-Shiuan Chuang, Krirk Nirunwiroj, Zach Studdiford, Agam Goyal, Vincent V. Frigo, Sijia Yang, Dhavan V. Shah, Junjie Hu, Timothy T. Rogers

ICML 2024 DFA-RAG: Conversational Semantic Router for Large Language Model with Definite Finite Automaton Yiyou Sun, Junjie Hu, Wei Cheng, Haifeng Chen

CVPR 2024 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

NeurIPSW 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

NeurIPSW 2024 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, Timothy T. Rogers

ICLRW 2024 Simulating Opinion Dynamics with Networks of LLM-Based Agents Yun-Shiuan Chuang, Agam Goyal, Nikunj Harlalka, Siddharth Suresh, Robert D. Hawkins, Sijia Yang, Dhavan V. Shah, Junjie Hu, Timothy T. Rogers

ICLRW 2024 The Wisdom of Partisan Crowds: Comparing Collective Intelligence in Humans and LLM-Based Agents Yun-Shiuan Chuang, Nikunj Harlalka, Siddharth Suresh, Agam Goyal, Robert D. Hawkins, Sijia Yang, Dhavan V. Shah, Junjie Hu, Timothy T. Rogers

NeurIPSW 2023 Evolving Domain Adaptation of Pretrained Language Models for Text Classification Yun-Shiuan Chuang, Rheeya Uppaal, Yi Wu, Luhang Sun, Makesh Narsimhan Sreedhar, Sijia Yang, Timothy T. Rogers, Junjie Hu

ICLRW 2023 Learn2Agree: Fitting with Multiple Annotators Without Objective Ground Truth Chongyang Wang, Yuan Gao, Chenyou Fan, Junjie Hu, Tin Lun Lam, Nicholas Donald Lane, Nadia Berthouze

IJCAI 2022 Private Semi-Supervised Federated Learning Chenyou Fan, Junjie Hu, Jianwei Huang

ICML 2020 On Learning Language-Invariant Representations for Universal Machine Translation Han Zhao, Junjie Hu, Andrej Risteski

AAAI 2020 What Makes a Good Story? Designing Composite Rewards for Visual Storytelling Junjie Hu, Yu Cheng, Zhe Gan, Jingjing Liu, Jianfeng Gao, Graham Neubig

ICML 2020 XTREME: A Massively Multilingual Multi-Task Benchmark for Evaluating Cross-Lingual Generalisation Junjie Hu, Sebastian Ruder, Aditya Siddhant, Graham Neubig, Orhan Firat, Melvin Johnson

WACV 2019 Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps with Accurate Object Boundaries Junjie Hu, Mete Ozay, Yan Zhang, Takayuki Okatani

ICLR 2017 Words or Characters? Fine-Grained Gating for Reading Comprehension Zhilin Yang, Bhuwan Dhingra, Ye Yuan, Junjie Hu, William W. Cohen, Ruslan Salakhutdinov

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