Guocheng Niu
10 papers · 2018–2023 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (7) π Academic Marathon (5) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (23)
π
Academic Marathon
(5)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π
Keyword Champion
(2)
π
Century Club
(10)
π
Conference Pioneer
Conferences
ACL (3)
IJCNLP (2)
AAAI (1)
EMNLP (1)
ICLR (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
multimodal learning
(4)
representation learning
(2)
cross-modal contrastive learning
(2)
global representation
(2)
image-text pair
(2)
cross-modal matching
(2)
local feature extraction
(2)
encoder architecture
(2)
multi-modal learning
(2)
commonsense knowledge
(1)
semantic alignment
(1)
text understanding
(1)
text generation
(1)
vision-language pre-training
(1)
text classification
(1)
text-to-image generation
(1)
video question answering
(1)
knowledge distillation
(1)
multi-modal understanding
(1)
image-text alignment
(1)
Papers
Knowledge-Constrained Answer Generation for Open-Ended Video Question Answering
AAAI 2023
DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-training
ACL 2022
UNIMO-2: End-to-End Unified Vision-Language Grounded Learning
ACL 2022
Learning with Noisy Correspondence for Cross-modal Matching
NIPS 2021
UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning
ACL 2021
Weakly Supervised Dense Video Captioning via Jointly Usage of Knowledge Distillation and Cross-modal Matching
IJCAI 2021
UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning
IJCNLP 2021
Enhancing Local Feature Extraction with Global Representation for Neural Text Classification
IJCNLP 2019
Enhancing Local Feature Extraction with Global Representation for Neural Text Classification
EMNLP 2019
A New Method of Region Embedding for Text Classification
ICLR 2018