Xincheng Wang — accepted AI-conference papers

2025

Modality-Invariant Bidirectional Temporal Representation Distillation Network for Missing Multimodal Sentiment Analysis

Xincheng Wang, Liejun Wang, Yinfeng Yu, Xinxin Jiao

ICASSP 2025accepted

Multimodal Sentiment Analysis (MSA) integrates diverse modalities—text, audio, and video—to comprehensively analyze and understand individuals’ emotional states. However, the real-world prevalence of incomplete data poses significant challenges to MSA, mainly due to the randomness of modality missin…

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2024

QUIK: Towards End-to-end 4-Bit Inference on Generative Large Language Models

Saleh Ashkboos, Ilia Markov, Elias Frantar, Tingxuan Zhong, Xincheng Wang, Jie Ren +2

EMNLP 2024main

Large Language Models (LLMs) from the GPT family have become extremely popular, leading to a race towards reducing their inference costs to allow for efficient local computation. However, the vast majority of existing work focuses on weight-only quantization, which can reduce runtime costs in the me…

Cited by 36 Source ↗PDF ↗code ↗Scholar ↗