Nayu Liu
17 papers · 2020–2026 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🗺️ Taxonomy Completionist (51) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird
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Topic Evolution
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Renaissance Researcher
(8)
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Unstoppable · Bronze
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Prolific Year · Productive
💎
Century Club · Bronze
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Keyword Collector
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Top co-authors
Research topics
Artificial Intelligence
(12)
Machine Learning
(12)
Core AI
(11)
Deep Learning
(10)
Learning Types · Machine Learning
(8)
Learning Types · Deep Learning
(8)
Natural Language Processing
(7)
Computer Vision
(5)
Application Areas
(4)
Applications
(4)
Mathematics & Optimization
(3)
Architectures
(3)
Core Methods
(3)
Generation
(3)
Processing
(3)
Keywords
multimodal summarization
(3)
multimodal learning
(3)
optimal transport
(2)
knowledge distillation
(2)
feature fusion
(2)
reinforcement learning
(2)
video summarization
(2)
transformer architecture
(2)
prompt engineering
(1)
cross-lingual transfer
(1)
mathematical reasoning
(1)
question answering
(1)
speech recognition
(1)
text generation
(1)
relation extraction
(1)
link prediction
(1)
out-of-distribution generalization
(1)
relation distillation
(1)
document layout analysis
(1)
cross-modal learning
(1)
Papers
Beyond Query Memorization: Large Language Model Routing with Query Decomposition and Historical Matching
ACL 2026
FocalOrder: Focal Preference Optimization for Reading Order Detection
ACL 2026
HyCoRA: Hyper-Contrastive Role-Adaptive Learning for Role-Playing
AAAI 2026
Rectify Evaluation Preference: Improving LLMs’ Critique on Math Reasoning via Perplexity-aware Reinforcement Learning
AAAI 2026
UMNet: Uncertainty-guided Memory Network for Hyperspectral Pansharpening
AAAI 2026
Language Constrained Multimodal Hyper Adapter For Many-to-Many Multimodal Summarization
ACL 2025
SARA: Salience-Aware Reinforced Adaptive Decoding for Large Language Models in Abstractive Summarization
ACL 2025
Whether LLMs Know If They Know: Identifying Knowledge Boundaries via Debiased Historical In-Context Learning
ACL 2025
CAMEL: Capturing Metaphorical Alignment with Context Disentangling for Multimodal Emotion Recognition
AAAI 2024
Video Event Extraction with Multi-View Interaction Knowledge Distillation
AAAI 2024
DSP: Discriminative Soft Prompts for Zero-Shot Entity and Relation Extraction
ACL 2023
Narrative Order Aware Story Generation via Bidirectional Pretraining Model with Optimal Transport Reward
EMNLP 2023
TOT：Topology-Aware Optimal Transport for Multimodal Hate Detection
AAAI 2023
Assist Non-native Viewers: Multimodal Cross-Lingual Summarization for How2 Videos
EMNLP 2022
ChipSong: A Controllable Lyric Generation System for Chinese Popular Song
ACL 2022
PolygonE: Modeling N-ary Relational Data as Gyro-Polygons in Hyperbolic Space
AAAI 2022
Multistage Fusion with Forget Gate for Multimodal Summarization in Open-Domain Videos
EMNLP 2020