Zhongyu Ouyang
14 papers · 2023–2026 · 5 conferences · across top CS/AI conferences
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ACL (4)
EMNLP (4)
ICML (3)
NAACL (2)
UAI (1)
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Keywords
large language model
(4)
video captioning
(2)
language model
(2)
reinforcement learning
(2)
multimodal learning
(2)
representation learning
(2)
mathematical reasoning
(1)
preference optimization
(1)
curriculum learning
(1)
question answering
(1)
knowledge distillation
(1)
temporal modeling
(1)
video understanding
(1)
working memory
(1)
class imbalance
(1)
embodied ai
(1)
language identification
(1)
hierarchical representation
(1)
episodic memory
(1)
attention mechanism
(1)
Papers
What Makes a Good Curriculum? Disentangling the Effects of Data Ordering on LLM Mathematical Reasoning
ACL 2026
What Makes LLMs Effective Sequential Recommenders? A Study on Preference Intensity and Temporal Context
ACL 2026
SoundMind: RL-Incentivized Logic Reasoning for Audio-Language Models
EMNLP 2025
Knowing More, Acting Better: Hierarchical Representation for Embodied Decision-Making
EMNLP 2025
Growing Through Experience: Scaling Episodic Grounding in Language Models
ACL 2025
Visibility as Survival: Generalizing NLP for Native Alaskan Language Identification
ACL 2025
Overcoming Multi-step Complexity in Multimodal Theory-of-Mind Reasoning: A Scalable Bayesian Planner
ICML 2025
Pretrained Image-Text Models are Secretly Video Captioners
NAACL 2025
Temporal Working Memory: Query-Guided Segment Refinement for Enhanced Multimodal Understanding
NAACL 2025
Learning Musical Representations for Music Performance Question Answering
EMNLP 2024
Working Memory Identifies Reasoning Limits in Language Models
EMNLP 2024
From Coarse to Fine: Enable Comprehensive Graph Self-supervised Learning with Multi-granular Semantic Ensemble
ICML 2024
GCVR: Reconstruction from Cross-View Enable Sufficient and Robust Graph Contrastive Learning
UAI 2024
When Sparsity Meets Contrastive Models: Less Graph Data Can Bring Better Class-Balanced Representations
ICML 2023