Heng Liu
7 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(2)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
ACL (3)
ICCV (2)
AAAI (1)
EMNLP (1)
Top co-authors
Keywords
machine translation
(3)
sparse autoencoder
(2)
image segmentation
(1)
few-shot learning
(1)
preference alignment
(1)
preference optimization
(1)
video understanding
(1)
quality estimation
(1)
model interpretability
(1)
language model
(1)
data selection
(1)
vision-language model
(1)
supervised fine-tuning
(1)
mechanistic interpretability
(1)
causal intervention
(1)
minimum bayes risk
(1)
feature discovery
(1)
minimum bayes risk decoding
(1)
parametric knowledge
(1)
semantic fidelity
(1)
Papers
Finding the Translation Switch: Discovering and Exploiting the Task-Initiation Features in LLMs
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
GroundingSuite: Measuring Complex Multi-Granular Pixel Grounding
ICCV 2025
Marco Large Translation Model at WMT2025: Transforming Translation Capability in LLMs via Quality-Aware Training and Decoding
EMNLP 2025
Learning Cross-Modal Affinity for Referring Video Object Segmentation Targeting Limited Samples
ICCV 2023