Suyuchen Wang
12 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
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Keywords
large language model
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position encoding
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retrieval-augmented generation
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multimodal learning
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parameter-efficient fine-tuning
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cross-lingual reasoning
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information retrieval
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visual question answering
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efficient computing
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computational efficiency
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document classification
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instruction following
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diffusion model
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question answering
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multimodal large language model
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text-to-image generation
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model training
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sequence model
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Papers
MultiFinBen: Benchmarking Large Language Models for Multilingual and Multimodal Financial Application
ACL 2026
LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models
ACL 2025
R3Mem: Bridging Memory Retention and Retrieval via Reversible Compression
ACL 2025
STRICT: Stress-Test of Rendering Image Containing Text
EMNLP 2025
Improving Context Fidelity via Native Retrieval-Augmented Reasoning
EMNLP 2025
WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation
EMNLP 2025
MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation
ICLR 2025
FACT: Examining the Effectiveness of Iterative Context Rewriting for Multi-fact Retrieval
NAACL 2025
VCR: A Task for Pixel-Level Complex Reasoning in Vision Language Models via Restoring Occluded Text
ICLR 2025
BigDocs: An Open Dataset for Training Multimodal Models on Document and Code Tasks
ICLR 2025
Resonance RoPE: Improving Context Length Generalization of Large Language Models
ACL 2024
Efficient Classification of Long Documents via State-Space Models
EMNLP 2023