Junting Pan

58 papers A* 13Journal 37Unranked 8
YearRankTypeTitle / Venue / Authors
2026 A* conf
From Solver to Tutor: Evaluating the Pedagogical Intelligence of LLMs with KMP-Bench.
AAAI
Weikang Shi, Houxing Ren, Junting Pan, Aojun Zhou, Ke Wang, Zimu Lu, Yunqiao Yang, Yuxuan Hu, Linda Wei, Mingjie Zhan, Hongsheng Li
2026 J jnl
From Solver to Tutor: Evaluating the Pedagogical Intelligence of LLMs with KMP-Bench.
CoRR
Weikang Shi, Houxing Ren, Junting Pan, Aojun Zhou, Ke Wang, Zimu Lu, Yunqiao Yang, Yuxuan Hu, Linda Wei, Mingjie Zhan, Hongsheng Li
2026 J jnl
GeoMarX: empowering geospatial marking and annotation for complex targets in urban environments.
Urban Inform.
Rui Cao, Junting Pan, Cai Liao, Wenyu Zhang, Yun Zhuang
2025 A* conf
Alignment with Fill-In-the-Middle for Enhancing Code Generation.
EMNLP
Houxing Ren, Zimu Lu, Weikang Shi, Haotian Hou, Yunqiao Yang, Ke Wang, Aojun Zhou, Junting Pan, Mingjie Zhan, Hongsheng Li
2025 J jnl
Alignment with Fill-In-the-Middle for Enhancing Code Generation.
CoRR
Houxing Ren, Zimu Lu, Weikang Shi, Haotian Hou, Yunqiao Yang, Ke Wang, Aojun Zhou, Junting Pan, Mingjie Zhan, Hongsheng Li
2025 J jnl
EditMGT: Unleashing Potentials of Masked Generative Transformers in Image Editing.
CoRR
Wei Chow, Linfeng Li, Lingdong Kong, Zefeng Li, Qi Xu, Hang Song, Tian Ye, Xian Wang, Jinbin Bai, Shilin Xu, Xiangtai Li, Junting Pan, Shaoteng Liu, Ran Zhou, Tianshu Yang, Songhua Liu
2025 — conf
MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning.
ACL (Findings)
Ke Wang, Junting Pan, Linda Wei, Aojun Zhou, Weikang Shi, Zimu Lu, Han Xiao, Yunqiao Yang, Houxing Ren, Mingjie Zhan, Hongsheng Li
2025 J jnl
MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning.
CoRR
Ke Wang, Junting Pan, Linda Wei, Aojun Zhou, Weikang Shi, Zimu Lu, Han Xiao, Yunqiao Yang, Houxing Ren, Mingjie Zhan, Hongsheng Li
2025 A* conf
MathCoder2: Better Math Reasoning from Continued Pretraining on Model-translated Mathematical Code.
ICLR
Zimu Lu, Aojun Zhou, Ke Wang, Houxing Ren, Weikang Shi, Junting Pan, Mingjie Zhan, Hongsheng Li
2025 J jnl
Navi-plus: Managing Ambiguous GUI Navigation Tasks with Follow-up.
CoRR
Ziming Cheng, Zhiyuan Huang, Junting Pan, Zhaohui Hou, Mingjie Zhan
2025 — conf
Probability-Consistent Preference Optimization for Enhanced LLM Reasoning.
ACL (Findings)
Yunqiao Yang, Houxing Ren, Zimu Lu, Ke Wang, Weikang Shi, Aojun Zhou, Junting Pan, Mingjie Zhan, Hongsheng Li
2025 J jnl
Probability-Consistent Preference Optimization for Enhanced LLM Reasoning.
CoRR
Yunqiao Yang, Houxing Ren, Zimu Lu, Ke Wang, Weikang Shi, Aojun Zhou, Junting Pan, Mingjie Zhan, Hongsheng Li
2025 — conf
ReflectionCoder: Learning from Reflection Sequence for Enhanced One-off Code Generation.
ACL (1)
Houxing Ren, Mingjie Zhan, Zhongyuan Wu, Aojun Zhou, Junting Pan, Hongsheng Li
2025 A* conf
SAM 2: Segment Anything in Images and Videos.
ICLR
Nikhila Ravi, Valentin Gabeur, Yuan-Ting Hu, Ronghang Hu, Chaitanya Ryali, Tengyu Ma, Haitham Khedr, Roman Rädle, Chloé Rolland, Laura Gustafson, Eric Mintun, Junting Pan, Kalyan Vasudev Alwala, Nicolas Carion, Chao-Yuan Wu, Ross B. Girshick, Piotr Dollár, Christoph Feichtenhofer
2025 A* conf
SpiritSight Agent: Advanced GUI Agent with One Look.
CVPR
Zhiyuan Huang, Ziming Cheng, Junting Pan, Zhaohui Hou, Mingjie Zhan
2025 J jnl
SpiritSight Agent: Advanced GUI Agent with One Look.
CoRR
Zhiyuan Huang, Ziming Cheng, Junting Pan, Zhaohui Hou, Mingjie Zhan
2025 J jnl
Step-Controlled DPO: Leveraging Stepwise Errors for Enhancing Mathematical Reasoning of Language Models.
Trans. Mach. Learn. Res.
Zimu Lu, Aojun Zhou, Ke Wang, Houxing Ren, Weikang Shi, Yunqiao Yang, Junting Pan, Mingjie Zhan, Hongsheng Li
2025 J jnl
WebGen-Agent: Enhancing Interactive Website Generation with Multi-Level Feedback and Step-Level Reinforcement Learning.
CoRR
Zimu Lu, Houxing Ren, Yunqiao Yang, Ke Wang, Zhuofan Zong, Junting Pan, Mingjie Zhan, Hongsheng Li
2024 — conf
GroundingGPT: Language Enhanced Multi-modal Grounding Model.
ACL (1)
Zhaowei Li, Qi Xu, Dong Zhang, Hang Song, Yiqing Cai, Qi Qi, Ran Zhou, Junting Pan, Zefeng Li, Vu Tu, Zhida Huang, Tao Wang
2024 J jnl
GroundingGPT:Language Enhanced Multi-modal Grounding Model.
CoRR
Zhaowei Li, Qi Xu, Dong Zhang, Hang Song, Yiqing Cai, Qi Qi, Ran Zhou, Junting Pan, Zefeng Li, Van Tu Vu, Zhida Huang, Tao Wang
2024 J jnl
MathCoder2: Better Math Reasoning from Continued Pretraining on Model-translated Mathematical Code.
CoRR
Zimu Lu, Aojun Zhou, Ke Wang, Houxing Ren, Weikang Shi, Junting Pan, Mingjie Zhan, Hongsheng Li
2024 — conf
MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs.
ACL (1)
Zimu Lu, Aojun Zhou, Houxing Ren, Ke Wang, Weikang Shi, Junting Pan, Mingjie Zhan, Hongsheng Li
2024 J jnl
MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs.
CoRR
Zimu Lu, Aojun Zhou, Houxing Ren, Ke Wang, Weikang Shi, Junting Pan, Mingjie Zhan, Hongsheng Li
2024 A* conf
Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset.
NeurIPS
Ke Wang, Junting Pan, Weikang Shi, Zimu Lu, Houxing Ren, Aojun Zhou, Mingjie Zhan, Hongsheng Li
2024 J jnl
Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset.
CoRR
Ke Wang, Junting Pan, Weikang Shi, Zimu Lu, Mingjie Zhan, Hongsheng Li
2024 A* conf
Personalize Segment Anything Model with One Shot.
ICLR
Renrui Zhang, Zhengkai Jiang, Ziyu Guo, Shilin Yan, Junting Pan, Hao Dong, Yu Qiao, Peng Gao, Hongsheng Li
2024 J jnl
ReflectionCoder: Learning from Reflection Sequence for Enhanced One-off Code Generation.
CoRR
Houxing Ren, Mingjie Zhan, Zhongyuan Wu, Aojun Zhou, Junting Pan, Hongsheng Li
2024 J jnl
SAM 2: Segment Anything in Images and Videos.
CoRR
Nikhila Ravi, Valentin Gabeur, Yuan-Ting Hu, Ronghang Hu, Chaitanya Ryali, Tengyu Ma, Haitham Khedr, Roman Rädle, Chloé Rolland, Laura Gustafson, Eric Mintun, Junting Pan, Kalyan Vasudev Alwala, Nicolas Carion, Chao-Yuan Wu, Ross B. Girshick, Piotr Dollár, Christoph Feichtenhofer
2024 J jnl
Step-Controlled DPO: Leveraging Stepwise Error for Enhanced Mathematical Reasoning.
CoRR
Zimu Lu, Aojun Zhou, Ke Wang, Houxing Ren, Weikang Shi, Junting Pan, Mingjie Zhan, Hongsheng Li
2023 A* conf
JourneyDB: A Benchmark for Generative Image Understanding.
NeurIPS
Keqiang Sun, Junting Pan, Yuying Ge, Hao Li, Haodong Duan, Xiaoshi Wu, Renrui Zhang, Aojun Zhou, Zipeng Qin, Yi Wang, Jifeng Dai, Yu Qiao, Limin Wang, Hongsheng Li
2023 J jnl
JourneyDB: A Benchmark for Generative Image Understanding.
CoRR
Junting Pan, Keqiang Sun, Yuying Ge, Hao Li, Haodong Duan, Xiaoshi Wu, Renrui Zhang, Aojun Zhou, Zipeng Qin, Yi Wang, Jifeng Dai, Yu Qiao, Limin Wang, Hongsheng Li
2023 J jnl
Personalize Segment Anything Model with One Shot.
CoRR
Renrui Zhang, Zhengkai Jiang, Ziyu Guo, Shilin Yan, Junting Pan, Hao Dong, Peng Gao, Hongsheng Li
2023 — conf
Retrieving-to-Answer: Zero-Shot Video Question Answering with Frozen Large Language Models.
ICCV (Workshops)
Junting Pan, Ziyi Lin, Yuying Ge, Xiatian Zhu, Renrui Zhang, Yi Wang, Yu Qiao, Hongsheng Li
2023 J jnl
Retrieving-to-Answer: Zero-Shot Video Question Answering with Frozen Large Language Models.
CoRR
Junting Pan, Ziyi Lin, Yuying Ge, Xiatian Zhu, Renrui Zhang, Yi Wang, Yu Qiao, Hongsheng Li
2023 A* conf
SparseMAE: Sparse Training Meets Masked Autoencoders.
ICCV
Aojun Zhou, Yang Li, Zipeng Qin, Jianbo Liu, Junting Pan, Renrui Zhang, Rui Zhao, Peng Gao, Hongsheng Li
2023 J jnl
TeacherLM: Teaching to Fish Rather Than Giving the Fish, Language Modeling Likewise.
CoRR
Nan He, Hanyu Lai, Chenyang Zhao, Zirui Cheng, Junting Pan, Ruoyu Qin, Ruofan Lu, Rui Lu, Yunchen Zhang, Gangming Zhao, Zhaohui Hou, Zhiyuan Huang, Shaoqing Lu, Ding Liang, Mingjie Zhan
2023 J jnl
Turning hazardous volatile matter compounds into fuel by catalytic steam reforming: An evolutionary machine learning approach.
CoRR
Alireza Shafizadeh, Hossein Shahbeik, Mohammad Hossein Nadian, Vijai Kumar Gupta, Abdul-Sattar Nizami, Su Shiung Lam, Wanxi Peng, Junting Pan, Meisam Tabatabaei, Mortaza Aghbashlo
2023 J jnl
Using evolutionary machine learning to characterize and optimize co-pyrolysis of biomass feedstocks and polymeric wastes.
CoRR
Hossein Shahbeik, Alireza Shafizadeh, Mohammad Hossein Nadian, Dorsa Jeddi, Seyedali Mirjalili, Yadong Yang, Su Shiung Lam, Junting Pan, Meisam Tabatabaei, Mortaza Aghbashlo
2023 J jnl
VideoLLM: Modeling Video Sequence with Large Language Models.
CoRR
Guo Chen, Yin-Dong Zheng, Jiahao Wang, Jilan Xu, Yifei Huang, Junting Pan, Yi Wang, Yali Wang, Yu Qiao, Tong Lu, Limin Wang
2022 — conf
EdgeViTs: Competing Light-Weight CNNs on Mobile Devices with Vision Transformers.
ECCV (11)
Junting Pan, Adrian Bulat, Fuwen Tan, Xiatian Zhu, Lukasz Dudziak, Hongsheng Li, Georgios Tzimiropoulos, Brais Martínez
2022 J jnl
EdgeViTs: Competing Light-weight CNNs on Mobile Devices with Vision Transformers.
CoRR
Junting Pan, Adrian Bulat, Fuwen Tan, Xiatian Zhu, Lukasz Dudziak, Hongsheng Li, Georgios Tzimiropoulos, Brais Martínez
2022 J jnl
InternVideo-Ego4D: A Pack of Champion Solutions to Ego4D Challenges.
CoRR
Guo Chen, Sen Xing, Zhe Chen, Yi Wang, Kunchang Li, Yizhuo Li, Yi Liu, Jiahao Wang, Yin-Dong Zheng, Bingkun Huang, Zhiyu Zhao, Junting Pan, Yifei Huang, Zun Wang, Jiashuo Yu, Yinan He, Hongjie Zhang, Tong Lu, Yali Wang, Limin Wang, Yu Qiao
2022 J jnl
InternVideo: General Video Foundation Models via Generative and Discriminative Learning.
CoRR
Yi Wang, Kunchang Li, Yizhuo Li, Yinan He, Bingkun Huang, Zhiyu Zhao, Hongjie Zhang, Jilan Xu, Yi Liu, Zun Wang, Sen Xing, Guo Chen, Junting Pan, Jiashuo Yu, Yali Wang, Limin Wang, Yu Qiao
2022 J jnl
ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning for Action Recognition.
CoRR
Junting Pan, Ziyi Lin, Xiatian Zhu, Jing Shao, Hongsheng Li
2022 A* conf
ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning.
NeurIPS
Junting Pan, Ziyi Lin, Xiatian Zhu, Jing Shao, Hongsheng Li
2021 A* conf
Actor-Context-Actor Relation Network for Spatio-Temporal Action Localization.
CVPR
Junting Pan, Siyu Chen, Mike Zheng Shou, Yu Liu, Jing Shao, Hongsheng Li
2020 J jnl
1st place solution for AVA-Kinetics Crossover in AcitivityNet Challenge 2020.
CoRR
Siyu Chen, Junting Pan, Guanglu Song, Manyuan Zhang, Hao Shao, Ziyi Lin, Jing Shao, Hongsheng Li, Yu Liu
2020 J jnl
Actor-Context-Actor Relation Network for Spatio-Temporal Action Localization.
CoRR
Junting Pan, Siyu Chen, Zheng Shou, Jing Shao, Hongsheng Li
2020 J jnl
High-Quality Video Generation from Static Structural Annotations.
Int. J. Comput. Vis.
Lu Sheng, Junting Pan, Jiaming Guo, Jing Shao, Chen Change Loy
2019 J jnl
Unsupervised Bi-directional Flow-based Video Generation from one Snapshot.
CoRR
Lu Sheng, Junting Pan, Jiaming Guo, Jing Shao, Xiaogang Wang, Chen Change Loy
2019 A* conf
Video Generation From Single Semantic Label Map.
CVPR
Junting Pan, Chengyu Wang, Xu Jia, Jing Shao, Lu Sheng, Junjie Yan, Xiaogang Wang
2019 J jnl
Video Generation from Single Semantic Label Map.
CoRR
Junting Pan, Chengyu Wang, Xu Jia, Jing Shao, Lu Sheng, Junjie Yan, Xiaogang Wang
2018 J jnl
Online Action Detection in Untrimmed, Streaming Videos - Modeling and Evaluation.
CoRR
Zheng Shou, Junting Pan, Jonathan Chan, Kazuyuki Miyazawa, Hassan Mansour, Anthony Vetro, Xavier Giró-i-Nieto, Shih-Fu Chang
2018 — conf
Online Detection of Action Start in Untrimmed, Streaming Videos.
ECCV (3)
Zheng Shou, Junting Pan, Jonathan Chan, Kazuyuki Miyazawa, Hassan Mansour, Anthony Vetro, Xavier Giró-i-Nieto, Shih-Fu Chang
2017 J jnl
SalGAN: Visual Saliency Prediction with Generative Adversarial Networks.
CoRR
Junting Pan, Cristian Canton-Ferrer, Kevin McGuinness, Noel E. O'Connor, Jordi Torres, Elisa Sayrol, Xavier Giró-i-Nieto
2016 A* conf
Shallow and Deep Convolutional Networks for Saliency Prediction.
CVPR
Junting Pan, Elisa Sayrol, Xavier Giró-i-Nieto, Kevin McGuinness, Noel E. O'Connor
2016 J jnl
Shallow and Deep Convolutional Networks for Saliency Prediction.
CoRR
Junting Pan, Kevin McGuinness, Elisa Sayrol, Noel E. O'Connor, Xavier Giró-i-Nieto
2015 J jnl
End-to-end Convolutional Network for Saliency Prediction.
CoRR
Junting Pan, Xavier Giró-i-Nieto