Yichong Huang
13 papers · 2022–2026 · 5 venues · across top CS/AI venues
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (36) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🤝 Dynamic Duo (13)
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Prolific Year · Productive
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large language model
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machine translation
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multilingual neural machine translation
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cross-lingual alignment
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cross-modal learning
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parallel corpus
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representation learning
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neural machine translation
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cross-lingual transfer
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model fusion
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multilingual machine translation
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Papers
The Visual Prism: Refracting Images into Parallel Multilingual Descriptions with Structured Visual Guidance
AAAI 2026
CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning
ACL 2025
CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention
ACL 2025
Enhancing Non-English Capabilities of English-Centric Large Language Models Through Deep Supervision Fine-Tuning
AAAI 2025
FroM: Frobenius Norm-Based Data-Free Adaptive Model Merging
EMNLP 2025
One for All: Update Parameterized Knowledge Across Multiple Models with Once Edit
ACL 2025
Aligning Translation-Specific Understanding to General Understanding in Large Language Models
EMNLP 2024
Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration
NeurIPS 2024
Gradient Consistency-based Parameter Allocation for Multilingual Neural Machine Translation
COLING 2024
SCIR-MT’s Submission for WMT24 General Machine Translation Task
EMNLP 2024
Enabling Unsupervised Neural Machine Translation with Word-level Visual Representations
EMNLP 2023
Towards Higher Pareto Frontier in Multilingual Machine Translation
ACL 2023
Unifying the Convergences in Multilingual Neural Machine Translation
EMNLP 2022