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Liang Chen

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A Causal Inspired Early-Branching Structure for Domain Generalization

Mar 13, 2024
Liang Chen, Yong Zhang, Yibing Song, Zhen Zhang, Lingqiao Liu

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An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models

Mar 11, 2024
Liang Chen, Haozhe Zhao, Tianyu Liu, Shuai Bai, Junyang Lin, Chang Zhou, Baobao Chang

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Consecutive Model Editing with Batch alongside HooK Layers

Mar 08, 2024
Shuaiyi Li, Yang Deng, Deng Cai, Hongyuan Lu, Liang Chen, Wai Lam

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PeriodicLoRA: Breaking the Low-Rank Bottleneck in LoRA Optimization

Feb 25, 2024
Xiangdi Meng, Damai Dai, Weiyao Luo, Zhe Yang, Shaoxiang Wu, Xiaochen Wang, Peiyi Wang, Qingxiu Dong, Liang Chen, Zhifang Sui

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PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain

Feb 21, 2024
Liang Chen, Yichi Zhang, Shuhuai Ren, Haozhe Zhao, Zefan Cai, Yuchi Wang, Peiyi Wang, Xiangdi Meng, Tianyu Liu, Baobao Chang

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Decomposition for Enhancing Attention: Improving LLM-based Text-to-SQL through Workflow Paradigm

Feb 16, 2024
Yuanzhen Xie, Xinzhou Jin, Tao Xie, MingXiong Lin, Liang Chen, Chenyun Yu, Lei Cheng, ChengXiang Zhuo, Bo Hu, Zang Li

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Treatment-Aware Hyperbolic Representation Learning for Causal Effect Estimation with Social Networks

Jan 12, 2024
Ziqiang Cui, Xing Tang, Yang Qiao, Bowei He, Liang Chen, Xiuqiang He, Chen Ma

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Expected Transaction Value Optimization for Precise Marketing in FinTech Platforms

Jan 03, 2024
Yunpeng Weng, Xing Tang, Liang Chen, Dugang Liu, Xiuqiang He

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Silkie: Preference Distillation for Large Visual Language Models

Dec 17, 2023
Lei Li, Zhihui Xie, Mukai Li, Shunian Chen, Peiyi Wang, Liang Chen, Yazheng Yang, Benyou Wang, Lingpeng Kong

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VQCNIR: Clearer Night Image Restoration with Vector-Quantized Codebook

Dec 16, 2023
Wenbin Zou, Hongxia Gao, Tian Ye, Liang Chen, Weipeng Yang, Shasha Huang, Hongsheng Chen, Sixiang Chen

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