Yiming Ju
10 papers · 2021–2026 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (30) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🧬 Topic Evolution
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Keyword Collector
(55)
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Unstoppable · Bronze
💎
Century Club · Bronze
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Research topics
Artificial Intelligence
(8)
Core AI
(7)
Deep Learning
(6)
Machine Learning
(5)
Natural Language Processing
(5)
Learning Types · Deep Learning
(4)
Optimization & Theory · Machine Learning
(3)
Application Areas
(2)
Applications
(2)
Architectures
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Resources & Methods
(2)
Computer Vision
(1)
Keywords
large language model
(3)
question answering
(2)
transfer learning
(2)
machine reading comprehension
(2)
attribution method
(2)
language modeling
(1)
semantic parsing
(1)
natural language processing
(1)
instruction fine-tuning
(1)
model merging
(1)
feature attribution
(1)
deep learning
(1)
model interpretability
(1)
linear programming
(1)
foundation model
(1)
instruction following
(1)
semantic coherence
(1)
supervised fine-tuning
(1)
semantic information
(1)
explanation generation
(1)
Papers
CI-VID: A Coherent Interleaved Text-Video Dataset
CVPR 2026
Scaling Towards the Information Boundary of Instructions through Data Synthesizing
AAAI 2026
Beyond IID: Optimizing Instruction Finetuning from the Perspective of Instruction Interaction and Dependency
AAAI 2025
Exploiting Contextual Knowledge in LLMs through 𝒱-usable Information based Layer Enhancement
ACL 2025
Mitigating Training Imbalance in LLM Fine-Tuning via Selective Parameter Merging
EMNLP 2024
SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms
ICML 2024
A Hierarchical Explanation Generation Method Based on Feature Interaction Detection
ACL 2023
CMQA: A Dataset of Conditional Question Answering with Multiple-Span Answers
COLING 2022
Logic Traps in Evaluating Attribution Scores
ACL 2022
Enhancing Multiple-choice Machine Reading Comprehension by Punishing Illogical Interpretations
EMNLP 2021