Liangyu Chen
25 papers · 2014–2026 · 10 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (13) 🧭 Keyword Pioneer 🏃 Academic Marathon (11) 🌍 Conference Polyglot (10) 🌈 Renaissance Researcher (7)
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Academic Marathon
(11)
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Interdisciplinary Bridge
🌈
Renaissance Researcher
(7)
👥
Mega-Team
(41)
🧬
Topic Evolution
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(6)
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Prolific Year
(5)
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Century Club
(20)
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Keyword Collector
(119)
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The Questioner
Conferences
AAAI (6)
ACL (5)
CVPR (4)
ECCV (2)
NAACL (2)
NIPS (2)
COLING (1)
MIDL (1)
MLHC (1)
SEMEVAL (1)
Top co-authors
Research topics
Keywords
contrastive learning
(2)
binary classification
(2)
prompt-based learning
(2)
paragraph classification
(2)
masked language model
(2)
zero-shot learning
(2)
question answering
(2)
multi-label classification
(2)
vision-language model
(2)
transformer model
(2)
object detection
(2)
temporal modeling
(2)
attention mechanism
(2)
self-attention mechanism
(1)
catastrophic forgetting
(1)
few-shot learning
(1)
reinforcement learning
(1)
active learning
(1)
semi-supervised learning
(1)
video generation
(1)
Papers
DUP: Detection-guided Unlearning for Backdoor Purification in Language Models
AAAI 2026
Tighter Truncated Rectangular Prism Approximation for RNN Robustness Verification
AAAI 2026
POLYCHARTQA: Benchmarking Large Vision-Language Models with Multilingual Chart Question Answering
ACL 2026
MobileWorld: Benchmarking Autonomous Mobile Agents in Agent-User Interactive and MCP-Augmented Environments
ACL 2026
ChartEditor: A Reinforcement Learning Framework for Robust Chart Editing
AAAI 2026
BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature
CVPR 2025
BERT-Based Code Learning for Exception Localization and Type Prediction
AAAI 2025
C3oT: Generating Shorter Chain-of-Thought Without Compromising Effectiveness
AAAI 2025
MMInA: Benchmarking Multihop Multimodal Internet Agents
ACL 2025
Aurora-M: Open Source Continual Pre-training for Multilingual Language and Code
COLING 2025
The Impact of Image Resolution on Biomedical Multimodal Large Language Models
MLHC 2025
MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations
NIPS 2024
LAMP: Learn A Motion Pattern for Few-Shot Video Generation
CVPR 2024
Making Your First Choice: To Address Cold Start Problem in Medical Active Learning
MIDL 2023
Panoptic Video Scene Graph Generation
CVPR 2023
Large Language Models are Visual Reasoning Coordinators
NIPS 2023
Deep Attentive Model for Knowledge Tracing
AAAI 2023
To Answer or Not To Answer? Improving Machine Reading Comprehension Model with Span-based Contrastive Learning
NAACL 2022
BEIKE NLP at SemEval-2022 Task 4: Prompt-Based Paragraph Classification for Patronizing and Condescending Language Detection
NAACL 2022
BEIKE NLP at SemEval-2022 Task 4: Prompt-Based Paragraph Classification for Patronizing and Condescending Language Detection
SEMEVAL 2022
Simple Baselines for Image Restoration
ECCV 2022
Improving Image Restoration by Revisiting Global Information Aggregation
ECCV 2022
Points As Queries: Weakly Semi-Supervised Object Detection by Points
CVPR 2021
Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer
ACL 2020
A Simple Bayesian Modelling Approach to Event Extraction from Twitter
ACL 2014