Song, Linqi

13 publications

NeurIPS 2025 Activation-Guided Consensus Merging for Large Language Models Yuxuan Yao, Shuqi Liu, Zehua Liu, Qintong Li, Mingyang Liu, Xiongwei Han, Zhijiang Guo, Han Wu, Linqi Song

ICLR 2025 Determine-Then-Ensemble: Necessity of Top-K Union for Large Language Model Ensembling Yuxuan Yao, Han Wu, Mingyang Liu, Sichun Luo, Xiongwei Han, Jie Liu, Zhijiang Guo, Linqi Song

ICLR 2025 OptiBench Meets ReSocratic: Measure and Improve LLMs for Optimization Modeling Zhicheng Yang, Yiwei Wang, Yinya Huang, Zhijiang Guo, Wei Shi, Xiongwei Han, Liang Feng, Linqi Song, Xiaodan Liang, Jing Tang

ICLR 2025 Unlocking the Power of Function Vectors for Characterizing and Mitigating Catastrophic Forgetting in Continual Instruction Tuning Gangwei Jiang, Caigao Jiang, Zhaoyi Li, Siqiao Xue, Jun Zhou, Linqi Song, Defu Lian, Ying Wei

ICCV 2025 VOVTrack: Exploring the Potentiality in Raw Videos for Open-Vocabulary Multi-Object Tracking Zekun Qian, Ruize Han, Junhui Hou, Linqi Song, Wei Feng

NeurIPS 2024 DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs Haokun Lin, Haobo Xu, Yichen Wu, Jingzhi Cui, Yingtao Zhang, Linzhan Mou, Linqi Song, Zhenan Sun, Ying Wei

NeurIPS 2024 FVEL: Interactive Formal Verification Environment with Large Language Models via Theorem Proving Xiaohan Lin, Qingxing Cao, Yinya Huang, Haiming Wang, Jianqiao Lu, Zhengying Liu, Linqi Song, Xiaodan Liang

ICLR 2024 MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data Yinya Huang, Xiaohan Lin, Zhengying Liu, Qingxing Cao, Huajian Xin, Haiming Wang, Zhenguo Li, Linqi Song, Xiaodan Liang

ICLR 2024 MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning Ke Wang, Houxing Ren, Aojun Zhou, Zimu Lu, Sichun Luo, Weikang Shi, Renrui Zhang, Linqi Song, Mingjie Zhan, Hongsheng Li

CVPR 2024 MoPE-CLIP: Structured Pruning for Efficient Vision-Language Models with Module-Wise Pruning Error Metric Haokun Lin, Haoli Bai, Zhili Liu, Lu Hou, Muyi Sun, Linqi Song, Ying Wei, Zhenan Sun

ICLR 2024 Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-Based Self-Verification Aojun Zhou, Ke Wang, Zimu Lu, Weikang Shi, Sichun Luo, Zipeng Qin, Shaoqing Lu, Anya Jia, Linqi Song, Mingjie Zhan, Hongsheng Li

ICLR 2023 Learning Locality and Isotropy in Dialogue Modeling Han Wu, Haochen Tan, Mingjie Zhan, Gangming Zhao, Shaoqing Lu, Ding Liang, Linqi Song

NeurIPS 2022 Hiding Images in Deep Probabilistic Models Haoyu Chen, Linqi Song, Zhenxing Qian, Xinpeng Zhang, Kede Ma