Jiayuan Su
7 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(2)
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Cross-Pollinator
(12)
πΊοΈ
Taxonomy Completionist
(10)
Conferences
EMNLP (3)
AAAI (2)
ACL (2)
Top co-authors
Keywords
large language model
(5)
uncertainty quantification
(2)
reward mechanism
(2)
machine translation
(2)
conformal prediction
(2)
multi-agent debate
(1)
model routing
(1)
neuro-symbolic computing
(1)
machine translation evaluation
(1)
process reward model
(1)
mqm criterion
(1)
fine-grained assessment
(1)
optical character recognition
(1)
large reasoning model
(1)
table processing
(1)
multi-task reinforcement learning
(1)
token optimization
(1)
text image machine translation
(1)
token-level supervision
(1)
spreadsheet reasoning
(1)
Papers
MT3: A Synergistic Multi-Task RL Framework for Specializing MLLMs in Text Image Machine Translation
ACL 2026
CP-Router: An Uncertainty-Aware Router Between LLM and LRM
AAAI 2026
SheetBrain: A Neuro-Symbolic Agent for Accurate Reasoning over Complex and Large Spreadsheets
AAAI 2026
MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning
EMNLP 2025
MT-RewardTree: A Comprehensive Framework for Advancing LLM-Based Machine Translation via Reward Modeling
EMNLP 2025
M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation
ACL 2025
API Is Enough: Conformal Prediction for Large Language Models Without Logit-Access
EMNLP 2024