Ziyan Liu
10 papers · 2024–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (19) π§ Keyword Pioneer π Conference Polyglot (5) π Renaissance Researcher (5)
π
Interdisciplinary Bridge
β‘
Prolific Year
(5)
β
The Questioner
Conferences
ACL (5)
AAAI (1)
EMNLP (1)
ICCV (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
multimodal large language model
(5)
benchmark evaluation
(3)
spatial reasoning
(3)
zero-shot learning
(2)
social media analysis
(1)
conversational ai
(1)
question answering
(1)
preference optimization
(1)
visual reasoning
(1)
visual representation
(1)
instruction tuning
(1)
iterative refinement
(1)
contextual retrieval
(1)
supervised fine-tuning
(1)
data quality
(1)
multi-turn dialogue
(1)
image understanding
(1)
vision encoder
(1)
harmful content detection
(1)
table understanding
(1)
Papers
From Selection to Refinement: Iterative Optimization for Instruction Data
ACL 2026
Easy for Children, Hard for AI: The Limits of Multimodal LLMs in Early Childhood Learning
AAAI 2026
MirrorQA: Benchmarking Multimodal LLMs on Mirror-Orientation Reasoning
ACL 2026
Tiny Scales, Great Challenges: The Limits of Multimodal LLMs in Scale Recognition
ACL 2026
LaMPlace: Learning to Optimize Cross-Stage Metrics in Macro Placement
ICLR 2025
Can Multimodal Large Language Models Understand Spatial Relations?
ACL 2025
MIND: A Multi-agent Framework for Zero-shot Harmful Meme Detection
ACL 2025
RedOne: Revealing Domain-specific LLM Post-Training in Social Networking Services
EMNLP 2025
LLaVA-SP: Enhancing Visual Representation with Visual Spatial Tokens for MLLMs
ICCV 2025
Reinforcement Learning within Tree Search for Fast Macro Placement
ICML 2024