End-to-end Convolutional Network for Saliency Prediction. - Junting Pan; Xavier Giró-i-Nieto (CoRR, 2015)

Shallow and Deep Convolutional Networks for Saliency Prediction. - Junting Pan; Elisa Sayrol; Xavier Giró-i-Nieto; Kevin McGuinness; Noel E. O'Connor (CVPR, 2016)

SalGAN: Visual Saliency Prediction with Generative Adversarial Networks. - Junting Pan; Cristian Canton-Ferrer; Kevin McGuinness; Noel E. O'Connor; Jordi Torres; Elisa Sayrol; Xavier Giró-i-Nieto (CoRR, 2017)

Online Detection of Action Start in Untrimmed, Streaming Videos. - Zheng Shou 001; Junting Pan; Jonathan Chan; Kazuyuki Miyazawa; Hassan Mansour; Anthony Vetro; Xavier Giró-i-Nieto; Shih-Fu Chang (ECCV (3), 2018)

Online Action Detection in Untrimmed, Streaming Videos - Modeling and Evaluation. - Zheng Shou 001; Junting Pan; Jonathan Chan; Kazuyuki Miyazawa; Hassan Mansour; Anthony Vetro; Xavier Giró-i-Nieto; Shih-Fu Chang (CoRR, 2018)

Video Generation From Single Semantic Label Map. - Junting Pan; Chengyu Wang 003; Xu Jia 012; Jing Shao; Lu Sheng; Junjie Yan; Xiaogang Wang 001 (CVPR, 2019)

Unsupervised Bi-directional Flow-based Video Generation from one Snapshot. - Lu Sheng; Junting Pan; Jiaming Guo; Jing Shao; Xiaogang Wang 001; Chen Change Loy (CoRR, 2019)

Actor-Context-Actor Relation Network for Spatio-Temporal Action Localization. - Junting Pan; Siyu Chen; Zheng Shou 001; Jing Shao; Hongsheng Li 001 (CoRR, 2020)

1st place solution for AVA-Kinetics Crossover in AcitivityNet Challenge 2020. - Siyu Chen; Junting Pan; Guanglu Song; Manyuan Zhang; Hao Shao; Ziyi Lin; Jing Shao; Hongsheng Li 001; Yu Liu 015 (CoRR, 2020)

High-Quality Video Generation from Static Structural Annotations. - Lu Sheng; Junting Pan; Jiaming Guo; Jing Shao; Chen Change Loy (Int. J. Comput. Vis., 2020)

Actor-Context-Actor Relation Network for Spatio-Temporal Action Localization. - Junting Pan; Siyu Chen; Mike Zheng Shou; Yu Liu 015; Jing Shao; Hongsheng Li 001 (CVPR, 2021)

EdgeViTs: Competing Light-Weight CNNs on Mobile Devices with Vision Transformers. - Junting Pan; Adrian Bulat; Fuwen Tan; Xiatian Zhu; Lukasz Dudziak; Hongsheng Li 001; Georgios Tzimiropoulos; Brais Martínez (ECCV (11), 2022)

ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning. - Junting Pan; Ziyi Lin; Xiatian Zhu; Jing Shao; Hongsheng Li 001 (NeurIPS, 2022)

ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning for Action Recognition. - Junting Pan; Ziyi Lin; Xiatian Zhu; Jing Shao; Hongsheng Li 001 (CoRR, 2022)

InternVideo-Ego4D: A Pack of Champion Solutions to Ego4D Challenges. - Guo Chen 006; Sen Xing; Zhe Chen 017; Yi Wang 074; Kunchang Li 002; Yizhuo Li 001; Yi Liu 081; Jiahao Wang; Yin-Dong Zheng; Bingkun Huang; Zhiyu Zhao; Junting Pan; et al. (CoRR, 2022)

InternVideo: General Video Foundation Models via Generative and Discriminative Learning. - Yi Wang 074; Kunchang Li 002; Yizhuo Li 001; Yinan He; Bingkun Huang; Zhiyu Zhao; Hongjie Zhang 002; Jilan Xu; Yi Liu 081; Zun Wang; Sen Xing; Guo Chen 006; et al. (CoRR, 2022)

SparseMAE: Sparse Training Meets Masked Autoencoders. - Aojun Zhou; Yang Li 116; Zipeng Qin; Jianbo Liu; Junting Pan; Renrui Zhang; Rui Zhao 001; Peng Gao 007; Hongsheng Li 001 (ICCV, 2023)

Retrieving-to-Answer: Zero-Shot Video Question Answering with Frozen Large Language Models. - Junting Pan; Ziyi Lin; Yuying Ge; Xiatian Zhu; Renrui Zhang; Yi Wang 074; Yu Qiao 001; Hongsheng Li 001 (ICCV (Workshops), 2023)

JourneyDB: A Benchmark for Generative Image Understanding. - Keqiang Sun; Junting Pan; Yuying Ge; Hao Li 069; Haodong Duan; Xiaoshi Wu; Renrui Zhang; Aojun Zhou; Zipeng Qin; Yi Wang 074; Jifeng Dai; Yu Qiao 001; et al. (NeurIPS, 2023)

Personalize Segment Anything Model with One Shot. - Renrui Zhang; Zhengkai Jiang 001; Ziyu Guo; Shilin Yan; Junting Pan; Hao Dong 003; Peng Gao 007; Hongsheng Li 001 (CoRR, 2023)

VideoLLM: Modeling Video Sequence with Large Language Models. - Guo Chen 006; Yin-Dong Zheng; Jiahao Wang; Jilan Xu; Yifei Huang 002; Junting Pan; Yi Wang 074; Yali Wang 001; Yu Qiao 001; Tong Lu; Limin Wang 002 (CoRR, 2023)

Using evolutionary machine learning to characterize and optimize co-pyrolysis of biomass feedstocks and polymeric wastes. - Hossein Shahbeik; Alireza Shafizadeh; Mohammad Hossein Nadian; Dorsa Jeddi; Seyedali Mirjalili; Yadong Yang; Su Shiung Lam; Junting Pan; Meisam Tabatabaei; Mortaza Aghbashlo (CoRR, 2023)

Turning hazardous volatile matter compounds into fuel by catalytic steam reforming: An evolutionary machine learning approach. - Alireza Shafizadeh; Hossein Shahbeik; Mohammad Hossein Nadian; Vijai Kumar Gupta; Abdul-Sattar Nizami; Su Shiung Lam; Wanxi Peng; Junting Pan; Meisam Tabatabaei; Mortaza Aghbashlo (CoRR, 2023)

TeacherLM: Teaching to Fish Rather Than Giving the Fish, Language Modeling Likewise. - Nan He; Hanyu Lai; Chenyang Zhao; Zirui Cheng; Junting Pan; Ruoyu Qin; Ruofan Lu; Rui Lu; Yunchen Zhang; Gangming Zhao; Zhaohui Hou; Zhiyuan Huang; et al. (CoRR, 2023)

GroundingGPT: Language Enhanced Multi-modal Grounding Model. - Zhaowei Li; Qi Xu; Dong Zhang; Hang Song; Yiqing Cai; Qi Qi; Ran Zhou; Junting Pan; Zefeng Li; Vu Tu; Zhida Huang; Tao Wang (ACL (1), 2024)

MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs. - Zimu Lu; Aojun Zhou; Houxing Ren; Ke Wang 036; Weikang Shi; Junting Pan; Mingjie Zhan; Hongsheng Li 001 (ACL (1), 2024)

Personalize Segment Anything Model with One Shot. - Renrui Zhang; Zhengkai Jiang 001; Ziyu Guo; Shilin Yan; Junting Pan; Hao Dong 003; Yu Qiao 001; Peng Gao 007; Hongsheng Li 001 (ICLR, 2024)

Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset. - Ke Wang 036; Junting Pan; Weikang Shi; Zimu Lu; Houxing Ren; Aojun Zhou; Mingjie Zhan; Hongsheng Li 001 (NeurIPS, 2024)

GroundingGPT:Language Enhanced Multi-modal Grounding Model. - 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 (CoRR, 2024)

Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset. - Ke Wang 036; Junting Pan; Weikang Shi; Zimu Lu; Mingjie Zhan; Hongsheng Li 001 (CoRR, 2024)

Step-Controlled DPO: Leveraging Stepwise Error for Enhanced Mathematical Reasoning. - Zimu Lu; Aojun Zhou; Ke Wang 036; Houxing Ren; Weikang Shi; Junting Pan; Mingjie Zhan; Hongsheng Li 001 (CoRR, 2024)

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning. - Ke Wang 036; Junting Pan; Linda Wei; Aojun Zhou; Weikang Shi; Zimu Lu; Han Xiao 010; Yunqiao Yang; Houxing Ren; Mingjie Zhan; Hongsheng Li 001 (ACL (Findings), 2025)

ReflectionCoder: Learning from Reflection Sequence for Enhanced One-off Code Generation. - Houxing Ren; Mingjie Zhan; Zhongyuan Wu; Aojun Zhou; Junting Pan; Hongsheng Li 001 (ACL (1), 2025)

Probability-Consistent Preference Optimization for Enhanced LLM Reasoning. - Yunqiao Yang; Houxing Ren; Zimu Lu; Ke Wang 036; Weikang Shi; Aojun Zhou; Junting Pan; Mingjie Zhan; Hongsheng Li 001 (ACL (Findings), 2025)

SpiritSight Agent: Advanced GUI Agent with One Look. - Zhiyuan Huang; Ziming Cheng; Junting Pan; Zhaohui Hou; Mingjie Zhan (CVPR, 2025)

MathCoder2: Better Math Reasoning from Continued Pretraining on Model-translated Mathematical Code. - Zimu Lu; Aojun Zhou; Ke Wang 036; Houxing Ren; Weikang Shi; Junting Pan; Mingjie Zhan; Hongsheng Li 001 (ICLR, 2025)

SAM 2: Segment Anything in Images and Videos. - Nikhila Ravi; Valentin Gabeur; Yuan-Ting Hu; Ronghang Hu; Chaitanya Ryali; Tengyu Ma 005; Haitham Khedr; Roman Rädle; Chloé Rolland; Laura Gustafson; Eric Mintun; Junting Pan; et al. (ICLR, 2025)

Navi-plus: Managing Ambiguous GUI Navigation Tasks with Follow-up. - Ziming Cheng; Zhiyuan Huang; Junting Pan; Zhaohui Hou; Mingjie Zhan (CoRR, 2025)