Jun-Yu Ma
11 papers · 2022–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (28) 💎 Century Club · Bronze 🔥 Unstoppable · Bronze
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knowledge editing
(4)
knowledge distillation
(3)
large language model
(3)
model editing
(3)
sequential editing
(3)
named entity recognition
(2)
condition number
(1)
domain adaptation
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continual learning
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cross-lingual transfer
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kl divergence
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zero-shot learning
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multilingual nlp
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state space model
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parameter-efficient fine-tuning
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language model
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numerical stability
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catastrophic forgetting
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Papers
Multiplicative Orthogonal Sequential Editing for Language Models
AAAI 2026
WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models
ACL 2026
Constraining Sequential Model Editing with Editing Anchor Compression
NAACL 2025
Perturbation-Restrained Sequential Model Editing
ICLR 2025
Recall with Reasoning: Chain-of-Thought Distillation for Mamba’s Long-Context Memory and Extrapolation
EMNLP 2025
WebCoT: Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought in Reflection, Branching, and Rollback
EMNLP 2025
Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue
EMNLP 2024
Neighboring Perturbations of Knowledge Editing on Large Language Models
ICML 2024
USTC-NELSLIP at SemEval-2023 Task 2: Statistical Construction and Dual Adaptation of Gazetteer for Multilingual Complex NER
SemEval 2023
USTC-NELSLIP at SemEval-2022 Task 11: Gazetteer-Adapted Integration Network for Multilingual Complex Named Entity Recognition
SemEval 2022
Wider & Closer: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition
EMNLP 2022