Xiwen Zhang
5 papers · 2024–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (10) π Renaissance Researcher (6)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
π
Trend Setter
Conferences
ACL (1)
EMNLP (1)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Research topics
Keywords
instruction tuning
(2)
contrastive learning
(1)
mathematical reasoning
(1)
in-context learning
(1)
dynamic routing
(1)
efficient computing
(1)
synthetic datum
(1)
vision-language model
(1)
edge computing
(1)
edge deployment
(1)
mathematical problem solving
(1)
rejection tuning
(1)
difficulty-aware training
(1)
visual encoder
(1)
vision encoder
(1)
reasoning ability
(1)
mathematical problem-solving
(1)
small language model
(1)
chart understanding
(1)
perception bottleneck
(1)
Papers
Demystifying Small Language Models for Edge Deployment
ACL 2025
On the Perception Bottleneck of VLMs for Chart Understanding
EMNLP 2025
Diving into Self-Evolving Training for Multimodal Reasoning
ICML 2025
DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving
NIPS 2024
InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation
ICLR 2024