Qingpei Guo
20 papers · 2021–2026 · 8 venues · across top CS/AI venues
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Natural Language Processing
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Keywords
multimodal large language model
(7)
multimodal learning
(4)
video understanding
(2)
image retrieval
(2)
diffusion model
(2)
representation learning
(2)
large language model
(2)
image generation
(2)
instruction tuning
(2)
semantic segmentation
(1)
embedding learning
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curriculum learning
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video generation
(1)
visual question answering
(1)
zero-shot learning
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visual perception
(1)
reinforcement learning
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autoregressive generation
(1)
image captioning
(1)
self-supervised learning
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Papers
EvoMoE: Expert Evolution in Mixture of Experts for Multimodal Large Language Models
AAAI 2026
SCAN: Self-Calibrated AutoregressioN for High-Quality Visual Generation
AAAI 2026
VaccineRAG: Boosting Multimodal Large Language Modelsβ Immunity to Harmful RAG Samples
AAAI 2026
Attributive Reasoning for Hallucination Diagnosis of Large Language Models
AAAI 2025
DynFocus: Dynamic Cooperative Network Empowers LLMs with Video Understanding
CVPR 2025
Engage for All: Making Ordinary Image Descriptions Appealing Again!
ICCV 2025
SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories
CVPR 2025
Social Debiasing for Fair Multi-modal LLMs
ICCV 2025
Unified Video Generation via Next-Set Prediction in Continuous Domain
ICCV 2025
VQAGuider: Guiding Multimodal Large Language Models to Answer Complex Video Questions
ACL 2025
EVE: Efficient Zero-Shot Text-Based Video Editing With Depth Map Guidance and Temporal Consistency Constraints
IJCAI 2024
HOTVCOM: Generating Buzzworthy Comments for Videos
ACL 2024
LoTLIP: Improving Language-Image Pre-training for Long Text Understanding
NeurIPS 2024
Pink: Unveiling the Power of Referential Comprehension for Multi-modal LLMs
CVPR 2024
Referencing Where to Focus: Improving Visual Grounding with Referential Query
NeurIPS 2024
SyCoCa: Symmetrizing Contrastive Captioners with Attentive Masking for Multimodal Alignment
ICML 2024
Boundary-Aware Backward-Compatible Representation via Adversarial Learning in Image Retrieval
CVPR 2023
CNVid-3.5M: Build, Filter, and Pre-Train the Large-Scale Public Chinese Video-Text Dataset
CVPR 2023
Switch-BERT: Learning to Model Multimodal Interactions by Switching Attention and Input
ECCV 2022
LPSNet: A Lightweight Solution for Fast Panoptic Segmentation
CVPR 2021