Yangyang Liu
6 papers · 2025–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
ACL (3)
AAAI (2)
EMNLP (1)
Top co-authors
Keywords
machine translation
(3)
large language model
(2)
preference alignment
(1)
preference optimization
(1)
temporal grounding
(1)
video anomaly detection
(1)
quality estimation
(1)
data selection
(1)
supervised fine-tuning
(1)
mechanistic interpretability
(1)
sparse autoencoder
(1)
video question answering
(1)
minimum bayes risk
(1)
minimum bayes risk decoding
(1)
semantic understanding
(1)
parametric knowledge
(1)
global-local alignment
(1)
patch token
(1)
semantic fidelity
(1)
multi-modal object re-identification
(1)
Papers
VAGU & GtS: LLM-Based Benchmark and Framework for Joint Video Anomaly Grounding and Understanding
AAAI 2026
Signal: Selective Interaction and Global-local Alignment for Multi-Modal Object Re-Identification
AAAI 2026
Incentivizing Parametric Knowledge via Reinforcement Learning with Verifiable Rewards for Cross-Cultural Entity Translation
ACL 2026
From Insight to Action: A Novel Framework for Interpretability-Guided Data Selection in Large Language Models
ACL 2026
M2PO: Multi-Perspective Multi-Pair Preference Optimization for Machine Translation
ACL 2026
Marco Large Translation Model at WMT2025: Transforming Translation Capability in LLMs via Quality-Aware Training and Decoding
EMNLP 2025