Yuming Yang
10 papers · 2025–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (7) πΊοΈ Taxonomy Completionist (29) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4)
π
Renaissance Researcher
(6)
β
Rising Star
(8)
π₯
Mega-Team
(27)
β
The Questioner
β‘
Prolific Year
(8)
Conferences
ACL (5)
EMNLP (3)
COLING (1)
ICLR (1)
Top co-authors
Keywords
large language model
(6)
supervised fine-tuning
(2)
probabilistic modeling
(1)
uncertainty quantification
(1)
knowledge distillation
(1)
knowledge editing
(1)
multimodal learning
(1)
language model
(1)
emotion recognition
(1)
multi-label classification
(1)
code generation
(1)
adversarial training
(1)
instruction tuning
(1)
evaluation framework
(1)
image processing
(1)
model evaluation
(1)
latent distribution
(1)
tool use
(1)
domain adaptation
(1)
reinforcement learning
(1)
Papers
Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment
ACL 2026
AgentGym2: Benchmarking Large Language Model Agents in De-Idealized Real-World Environments
ACL 2026
Latent Distribution Decouple for Uncertain-Aware Multimodal Multi-label Emotion Recognition
ACL 2025
Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition
COLING 2025
Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels
EMNLP 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
Have the VLMs Lost Confidence? A Study of Sycophancy in VLMs
ICLR 2025
TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use
EMNLP 2025
Multi-Programming Language Sandbox for LLMs
ACL 2025