Nan Xu
34 papers · 2019–2026 · 9 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (6) π Conference Polyglot (9) π§ Keyword Pioneer π Interdisciplinary Bridge π Cross-Pollinator (13)
π
Cross-Pollinator
(13)
π
Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(94)
π§¬
Topic Evolution
π₯
Mega-Team
(21)
π€
Dynamic Duo
(12)
π
Conference Pioneer
π
Century Club
(33)
ποΈ
Keyword Collector
(182)
β
The Questioner
β‘
Prolific Year
(10)
Conferences
EMNLP (11)
ACL (8)
NAACL (5)
AAAI (4)
ICLR (2)
COLING (1)
CVPR (1)
EACL (1)
IJCNLP (1)
Top co-authors
Keywords
large language model
(9)
multimodal learning
(4)
in-context learning
(3)
benchmark evaluation
(3)
metaphor detection
(3)
stance classification
(3)
veracity prediction
(2)
graph convolutional network
(2)
semantic association
(2)
few-shot learning
(2)
contrastive learning
(2)
transfer learning
(2)
traffic signal control
(2)
multimodal sarcasm detection
(2)
semantic alignment
(2)
language model
(2)
rumor detection
(2)
text generation
(2)
sarcasm detection
(2)
temporal dynamics
(2)
Papers
Breaking the Impasse: Dual-Scale Evolutionary Policy Training for Social Language Agents
ACL 2026
From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning
NAACL 2025
ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering
EMNLP 2025
TableEval: A Real-World Benchmark for Complex, Multilingual, and Multi-Structured Table Question Answering
EMNLP 2025
ImaRA: An Imaginative Frame Augmented Method for Low-Resource Multimodal Metaphor Detection and Explanation
NAACL 2025
Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory
ACL 2025
DEMO: Reframing Dialogue Interaction with Fine-grained Element Modeling
ACL 2025
3D-RPE: Enhancing Long-Context Modeling Through 3D Rotary Position Encoding
AAAI 2025
MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding
ICLR 2025
LLM The Genius Paradox: A Linguistic and Math Expertβs Struggle with Simple Word-based Counting Problems
NAACL 2025
Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA
EMNLP 2024
PromISe: Releasing the Capabilities of LLMs with Prompt Introspective Search
COLING 2024
Monotonic Paraphrasing Improves Generalization of Language Model Prompting
EMNLP 2024
MMA-Diffusion: MultiModal Attack on Diffusion Models
CVPR 2024
CEO: Corpus-based Open-Domain Event Ontology Induction
EACL 2024
AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models
ICLR 2024
mDPO: Conditional Preference Optimization for Multimodal Large Language Models
EMNLP 2024
Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking
NAACL 2024
Bridging Word-Pair and Token-Level Metaphor Detection with Explainable Domain Mining
ACL 2024
A Theory Guided Scaffolding Instruction Framework for LLM-Enabled Metaphor Reasoning
NAACL 2024
Evaluating Large Language Models on Controlled Generation Tasks
EMNLP 2023
Dynamic Routing Transformer Network for Multimodal Sarcasm Detection
ACL 2023
Target-Oriented Relation Alignment for Cross-Lingual Stance Detection
ACL 2023
Look-back Decoding for Open-Ended Text Generation
EMNLP 2023
Modeling Conceptual Attribute Likeness and Domain Inconsistency for Metaphor Detection
EMNLP 2023
Dense Retrieval as Indirect Supervision for Large-space Decision Making
EMNLP 2023
Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing
EMNLP 2022
A Contrastive Framework for Learning Sentence Representations from Pairwise and Triple-wise Perspective in Angular Space
ACL 2022
MetaLight: Value-Based Meta-Reinforcement Learning for Traffic Signal Control
AAAI 2020
Reasoning with Multimodal Sarcastic Tweets via Modeling Cross-Modality Contrast and Semantic Association
ACL 2020
Toward A Thousand Lights: Decentralized Deep Reinforcement Learning for Large-Scale Traffic Signal Control
AAAI 2020
Multi-Interactive Memory Network for Aspect Based Multimodal Sentiment Analysis
AAAI 2019
Modeling Conversation Structure and Temporal Dynamics for Jointly Predicting Rumor Stance and Veracity
EMNLP 2019
Modeling Conversation Structure and Temporal Dynamics for Jointly Predicting Rumor Stance and Veracity
IJCNLP 2019