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cs.CV2025
Bridging Vision Language Models and Symbolic Grounding for Video Question Answering
Haodi Ma, Vyom Pathak, Daisy Zhe Wang
Video Question Answering (VQA) requires models to reason over spatial, temporal, and causal cues in videos. Recent vision language models (VLMs) achieve strong results but often re…
cs.CL2025
SCOPE: A Generative Approach for LLM Prompt Compression
Tinghui Zhang, Yifan Wang, Daisy Zhe Wang
A big issue in modern LLM applications is they tend to feed long context to LLM, which results in high inference cost and latency, and may exceed the context limit. Prompt compress…
cs.CL2025★ 1 cited
Transformer-Based Multimodal Knowledge Graph Completion with Link-Aware Contexts
Haodi Ma, Dzmitry Kasinets, Daisy Zhe Wang
Multimodal knowledge graph completion (MMKGC) aims to predict missing links in multimodal knowledge graphs (MMKGs) by leveraging information from various modalities alongside struc…