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Weijie Huang

3 accepted papers

2025

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction

AAAI 2025technical

Recently, Visual Foundation Models (VFMs) have shown a remarkable generalization performance in 3D perception tasks. However, their effectiveness in large-scale outdoor datasets remains constrained by the scarcity of accurate supervision signals, the extensive noise caused by variable outdoor cond…

2025

Time Travel is Cheating: Going Live with DeepFund for Real-Time Fund Investment Benchmarking

NeurIPS 2025poster

Large Language Models (LLMs) have demonstrated notable capabilities across financial tasks, including financial report summarization, earnings call transcript analysis, and asset classification. However, their real-world effectiveness in managing complex fund investment remains inadequately assessed…

Cited by 0SourcecodeScholar
2021

Fully Exploiting Cascade Graphs for Real-time Forwarding Prediction

AAAI 2021technical

Real-time forwarding prediction for predicting online contents' popularity is beneficial to various social applications for enhancing interactive social behaviors. Cascade graphs, formed by online contents' propagation, play a vital role in real-time forwarding prediction. Existing cascade graph mod…