Adaptively forget with crossmodal and textual distillation for class-incremental video captioning. - Xiong, Huiyu; Wang, Lanxiao; Qiu, Heqian; Zhao, Taijin; Qiu, Benliu; Li, Hongliang (Neurocomputing, 2025)

MCCE-REC: MLLM-Driven Cross-Modal Contrastive Entropy Model for Zero-Shot Referring Expression Comprehension. - Qiu, Heqian; Wang, Lanxiao; Zhao, Taijin; Meng, Fanman; Wu, Qingbo; Li, Hongliang (IEEE Trans. Circuits Syst. Video Technol., 2025)

Class Incremental Learning With Less Forgetting Direction and Equilibrium Point. - Wen, Haitao; Qiu, Heqian; Wang, Lanxiao; Cheng, Haoyang; Li, Hongliang (IEEE Trans. Circuits Syst. Video Technol., 2025)

Geodesic-Aligned Gradient Projection for Continual Task Learning. - Qiu, Benliu; Qiu, Heqian; Wen, Haitao; Wang, Lanxiao; Dai, Yu; Meng, Fanman; Wu, Qingbo; Li, Hongliang (IEEE Trans. Image Process., 2025)

EgoMe: Follow Me via Egocentric View in Real World. - Qiu, Heqian; Shi, Zhaofeng; Wang, Lanxiao; Xiong, Huiyu; Li, Xiang; Li, Hongliang (CoRR, 2025)

Challenges and Trends in Egocentric Vision: A Survey. - Li, Xiang; Qiu, Heqian; Wang, Lanxiao; Zhang, Hanwen; Qi, Chenghao; Han, Linfeng; Xiong, Huiyu; Li, Hongliang (CoRR, 2025)

VLM-guided Explicit-Implicit Complementary novel class semantic learning for few-shot object detection. - Zhao, Taijin; Qiu, Heqian; Dai, Yu; Wang, Lanxiao; Mei, Hefei; Meng, Fanman; Wu, Qingbo; Li, Hongliang (Expert Syst. Appl., 2024)

TridentCap: Image-Fact-Style Trident Semantic Framework for Stylized Image Captioning. - Wang, Lanxiao; Qiu, Heqian; Qiu, Benliu; Meng, Fanman; Wu, Qingbo; Li, Hongliang (IEEE Trans. Circuits Syst. Video Technol., 2024)

Oriented-DINO: Angle Decoupling Prediction and Consistency Optimizing for Oriented Detection Transformer. - Zhang, Minjian; Qiu, Heqian; Wang, Lanxiao; Cheng, Haoyang; Zhao, Taijin; Li, Hongliang (IEEE Trans. Geosci. Remote. Sens., 2024)

CrowdCaption++: Collective-Guided Crowd Scenes Captioning. - Wang, Lanxiao; Li, Hongliang; Zhang, Minjian; Qiu, Heqian; Meng, Fanman; Wu, Qingbo; Xu, Linfeng (IEEE Trans. Multim., 2024)

Learning Offset Probability Distribution for Accurate Object Detection. - Qiu, Heqian; Li, Hongliang; Wu, Qingbo; Shi, Hengcan; Wang, Lanxiao; Meng, Fanman; Xu, Linfeng (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Prompt-Driven Referring Image Segmentation with Instance Contrasting. - Shang, Chao; Song, Zichen; Qiu, Heqian; Wang, Lanxiao; Meng, Fanman; Li, Hongliang (2024)

Must Unsupervised Continual Learning Relies on Previous Information? - Cheng, Haoyang; Wen, Haitao; Qiu, Heqian; Wang, Lanxiao; Zhang, Minjian; Li, Hongliang (2024)

HumanFormer: Human-centric Prompting Multi-modal Perception Transformer for Referring Crowd Detection. - Qiu, Heqian; Wang, Lanxiao; Zhao, Taijin; Meng, Fanman; Li, Hongliang (2024)

Class Incremental Learning with Multi-Teacher Distillation. - Wen, Haitao; Pan, Lili; Dai, Yu; Qiu, Heqian; Wang, Lanxiao; Wu, Qingbo; Li, Hongliang (2024)

DP-RSCAP: Dual Prompt-Based Scene and Entity Network for Remote Sensing Image Captioning. - Wang, Lanxiao; Qiu, Heqian; Zhang, Minjian; Meng, Fanman; Wu, Qingbo; Li, Hongliang (2024)

Attribute-Prompting Multi-Modal Object Reasoning Transformer for Remote Sensing Visual Grounding. - Qiu, Heqian; Wang, Lanxiao; Zhang, Minjian; Zhao, Taijin; Li, Hongliang (2024)

Proposal-level Correction Guided by CLIP for Few-shot Object Detection. - Wang, Ruihang; Zhao, Taijin; Mei, Hefei; Qiu, Heqian; Wang, Lanxiao; Li, Hongliang (2024)

MCF-VC: Mitigate Catastrophic Forgetting in Class-Incremental Learning for Multimodal Video Captioning. - Xiong, Huiyu; Wang, Lanxiao; Qiu, Heqian; Zhao, Taijin; Qiu, Benliu; Li, Hongliang (CoRR, 2024)

Distribution-Level Memory Recall for Continual Learning: Preserving Knowledge and Avoiding Confusion. - Cheng, Shaoxu; Geng, Kanglei; He, Chiyuan; Qiu, Zihuan; Xu, Linfeng; Qiu, Heqian; Wang, Lanxiao; Wu, Qingbo; Meng, Fanman; Li, Hongliang (CoRR, 2024)

Region Prompt Tuning: Fine-grained Scene Text Detection Utilizing Region Text Prompt. - Lin, Xingtao; Qiu, Heqian; Wang, Lanxiao; Wang, Ruihang; Xu, Linfeng; Li, Hongliang (CoRR, 2024)

Cognition Transferring and Decoupling for Text-supervised Egocentric Semantic Segmentation. - Shi, Zhaofeng; Qiu, Heqian; Wang, Lanxiao; Meng, Fanman; Wu, Qingbo; Li, Hongliang (CoRR, 2024)

ARIC: An Activity Recognition Dataset in Classroom Surveillance Images. - Xu, Linfeng; Meng, Fanman; Wu, Qingbo; Pan, Lili; Qiu, Heqian; Wang, Lanxiao; Chen, Kailong; Geng, Kanglei; Qian, Yilei; Wang, Haojie; Zhou, Shuchang; Ling, Shimou; et al. (CoRR, 2024)

CrossDet++: Growing Crossline Representation for Object Detection. - Qiu, Heqian; Li, Hongliang; Wu, Qingbo; Cui, Jianhua; Song, Zichen; Wang, Lanxiao; Zhang, Minjian (IEEE Trans. Circuits Syst. Video Technol., 2023)

DRDet: Dual-Angle Rotated Line Representation for Oriented Object Detection. - Zhang, Minjian; Qiu, Heqian; Mei, Hefei; Wang, Lanxiao; Meng, Fanman; Xu, Linfeng; Li, Hongliang (IEEE Trans. Geosci. Remote. Sens., 2023)

What Happens in Crowd Scenes: A New Dataset About Crowd Scenes for Image Captioning. - Wang, Lanxiao; Li, Hongliang; Hu, Wenzhe; Zhang, Xiaoliang; Qiu, Heqian; Meng, Fanman; Wu, Qingbo (IEEE Trans. Multim., 2023)

Incrementer: Transformer for Class-Incremental Semantic Segmentation with Knowledge Distillation Focusing on Old Class. - Shang, Chao; Li, Hongliang; Meng, Fanman; Wu, Qingbo; Qiu, Heqian; Wang, Lanxiao (2023)

CafeBoost: Causal Feature Boost to Eliminate Task-Induced Bias for Class Incremental Learning. - Qiu, Benliu; Li, Hongliang; Wen, Haitao; Qiu, Heqian; Wang, Lanxiao; Meng, Fanman; Wu, Qingbo; Pan, Lili (2023)

Contrastive Continuity on Augmentation Stability Rehearsal for Continual Self-Supervised Learning. - Cheng, Haoyang; Wen, Haitao; Zhang, Xiaoliang; Qiu, Heqian; Wang, Lanxiao; Li, Hongliang (2023)

Optimizing Mode Connectivity for Class Incremental Learning. - Wen, Haitao; Cheng, Haoyang; Qiu, Heqian; Wang, Lanxiao; Pan, Lili; Li, Hongliang (2023)

GRSDet: Learning to Generate Local Reverse Samples for Few-shot Object Detection. - Mei, Hefei; Zhao, Taijin; Tang, Shiyuan; Qiu, Heqian; Wang, Lanxiao; Zhang, Minjian; Meng, Fanman; Li, Hongliang (CoRR, 2023)

Real-time panoptic segmentation with relationship between adjacent pixels and boundary prediction. - Zhang, Xiaoliang; Li, Hongliang; Wang, Lanxiao; Cheng, Haoyang; Qiu, Heqian; Hu, Wenzhe; Meng, Fanman; Wu, Qingbo (Neurocomputing, 2022)

POS-Trends Dynamic-Aware Model for Video Caption. - Wang, Lanxiao; Li, Hongliang; Qiu, Heqian; Wu, Qingbo; Meng, Fanman; Ngan, King Ngi (IEEE Trans. Circuits Syst. Video Technol., 2022)

Spatial-Semantic Attention for Grounded Image Captioning. - Hu, Wenzhe; Wang, Lanxiao; Xu, Linfeng (2022)

RefCrowd: Grounding the Target in Crowd with Referring Expressions. - Qiu, Heqian; Li, Hongliang; Zhao, Taijin; Wang, Lanxiao; Wu, Qingbo; Meng, Fanman (2022)

STSI: Efficiently Mine Spatio- Temporal Semantic Information between Different Multimodal for Video Captioning. - Xiong, Huiyu; Wang, Lanxiao (2022)

RefCrowd: Grounding the Target in Crowd with Referring Expressions. - Qiu, Heqian; Li, Hongliang; Zhao, Taijin; Wang, Lanxiao; Wu, Qingbo; Meng, Fanman (CoRR, 2022)

CrossDet: Crossline Representation for Object Detection. - Qiu, Heqian; Li, Hongliang; Wu, Qingbo; Cui, Jianhua; Song, Zichen; Wang, Lanxiao; Zhang, Minjian (2021)

Multi-stage Tag Guidance Network in Video Caption. - Wang, Lanxiao; Shang, Chao; Qiu, Heqian; Zhao, Taijin; Qiu, Benliu; Li, Hongliang (2020)