Meng Luo
9 papers · 2024–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) πΊοΈ Taxonomy Completionist (20)
π
Cross-Pollinator
(12)
π₯
Mega-Team
(32)
β‘
Prolific Year
(6)
Conferences
ICML (3)
ACL (2)
AAAI (1)
ICLR (1)
NAACL (1)
SEMEVAL (1)
Top co-authors
Keywords
large language model
(4)
emotion-cause pair extraction
(2)
instruction tuning
(2)
self-supervised learning
(1)
fact verification
(1)
claim verification
(1)
information retrieval
(1)
multimodal learning
(1)
emotion recognition
(1)
web search
(1)
reasoning framework
(1)
evidence retrieval
(1)
symbolic expression
(1)
logical decomposition
(1)
search router
(1)
multi-agent framework
(1)
sparse retrieval
(1)
multimodal emotion recognition
(1)
emotion cause analysis
(1)
multimodal emotion-cause analysis
(1)
Papers
Self-Improving Sparse Retrieval Through Heuristic Representation Refinement and Representation-Focused Learning
AAAI 2026
EMULATE: A Multi-Agent Framework for Determining the Veracity of Atomic Claims by Emulating Human Actions
ACL 2025
PAD: Personalized Alignment of LLMs at Decoding-time
ICLR 2025
On Path to Multimodal Generalist: General-Level and General-Bench
ICML 2025
Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework
ACL 2025
EffiCoder: Enhancing Code Generation in Large Language Models through Efficiency-Aware Fine-tuning
ICML 2025
$\mathcalVista\mathcalDPO$: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models
ICML 2025
NUS-Emo at SemEval-2024 Task 3: Instruction-Tuning LLM for Multimodal Emotion-Cause Analysis in Conversations
SEMEVAL 2024
NUS-Emo at SemEval-2024 Task 3: Instruction-Tuning LLM for Multimodal Emotion-Cause Analysis in Conversations
NAACL 2024