Yuming Yang
10 papers · 2025–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (31) 🌍 Conference Polyglot · Bronze ⭐ Rising Star (10) 👥 Mega-Team · Squad
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Keyword Collector
(57)
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The Questioner
(2)
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(10)
Core AI
(9)
Machine Learning
(6)
Deep Learning
(5)
Natural Language Processing
(5)
Learning Types · Machine Learning
(4)
Learning Types · Deep Learning
(4)
Optimization & Theory
(4)
Resources & Methods
(4)
Application Areas
(2)
Models
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Core Methods
(1)
Learning Paradigms
(1)
Keywords
large language model
(6)
supervised fine-tuning
(3)
probabilistic modeling
(1)
uncertainty quantification
(1)
direct preference optimization
(1)
attention mechanism
(1)
knowledge editing
(1)
evaluation framework
(1)
model evaluation
(1)
multimodal learning
(1)
emotion recognition
(1)
multi-label classification
(1)
code generation
(1)
adversarial training
(1)
instruction tuning
(1)
knowledge distillation
(1)
image processing
(1)
language model
(1)
latent distribution
(1)
domain adaptation
(1)
Papers
AgentGym2: Benchmarking Large Language Model Agents in De-Idealized Real-World Environments
ACL 2026
Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment
ACL 2026
Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels
EMNLP 2025
Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition
COLING 2025
Have the VLMs Lost Confidence? A Study of Sycophancy in VLMs
ICLR 2025
Latent Distribution Decouple for Uncertain-Aware Multimodal Multi-label Emotion Recognition
ACL 2025
Measuring Data Diversity for Instruction Tuning: A Systematic Analysis and A Reliable Metric
ACL 2025
Mitigating Object Hallucinations in MLLMs via Multi-Frequency Perturbations
EMNLP 2025
Multi-Programming Language Sandbox for LLMs
ACL 2025
TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use
EMNLP 2025