Nayu Liu
17 papers · 2020–2026 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+6 more ↓ Show less ↑
🌉 Interdisciplinary Bridge 🏃 Academic Marathon (5) 🌍 Conference Polyglot (3) 🌈 Renaissance Researcher (9) 🗺️ Taxonomy Completionist (51)
🗺️
Taxonomy Completionist
(51)
🧭
Keyword Pioneer
🧬
Topic Evolution
🔥
Unstoppable
(5)
🗃️
Keyword Collector
(96)
💎
Century Club
(12)
Conferences
AAAI (7)
ACL (7)
EMNLP (3)
Top co-authors
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
UMNet: Uncertainty-guided Memory Network for Hyperspectral Pansharpening
AAAI 2026
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
Whether LLMs Know If They Know: Identifying Knowledge Boundaries via Debiased Historical In-Context Learning
ACL 2025
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
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
TOT：Topology-Aware Optimal Transport for Multimodal Hate Detection
AAAI 2023
Narrative Order Aware Story Generation via Bidirectional Pretraining Model with Optimal Transport Reward
EMNLP 2023
ChipSong: A Controllable Lyric Generation System for Chinese Popular Song
ACL 2022
Assist Non-native Viewers: Multimodal Cross-Lingual Summarization for How2 Videos
EMNLP 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