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Cong Liang

3 accepted papers

2026

ConsistTalk: Intensity Controllable Temporally Consistent Talking Head Generation with Diffusion Noise Search

AAAI 2026technical

Recent advancements in video diffusion models have significantly enhanced audio-driven portrait animation. However, current methods still suffer from flickering, identity drift, and poor audio-visual synchronization. These issues primarily stem from entangled appearance-motion representations and un

Cited by 0SourcePDFScholar
2025

Fast Inference for Augmented Large Language Models

NeurIPS 2025poster

Augmented Large Language Models (LLMs) enhance standalone LLMs by integrating external data sources through API calls. In interactive applications, efficient scheduling is crucial for maintaining low request completion times, directly impacting user engagement. However, these augmentations introduce…

Cited by 11SourceScholar
2022

Deep Squared Euclidean Approximation to the Levenshtein Distance for DNA Storage

ICML 2022spotlight

Storing information in DNA molecules is of great interest because of its advantages in longevity, high storage density, and low maintenance cost. A key step in the DNA storage pipeline is to efficiently cluster the retrieved DNA sequences according to their similarities. Levenshtein distance is the…

Cited by 7SourcePDFScholar