Shen, Lingfeng

12 publications

ICLRW 2025 MIR-Bench: Benchmarking LLM's Long-Context Intelligence via Many-Shot In-Context Inductive Reasoning Kai Yan, Zhan Ling, Kang Liu, Yifan Yang, Ting-Han Fan, Lingfeng Shen, Zhengyin Du, Jiecao Chen

NeurIPS 2025 MIR-Bench: Can Your LLM Recognize Complicated Patterns via Many-Shot In-Context Reasoning? Kai Yan, Zhan Ling, Kang Liu, Yifan Yang, Ting-Han Fan, Lingfeng Shen, Zhengyin Du, Jiecao Chen

TMLR 2025 Reliable and Responsible Foundation Models Xinyu Yang, Junlin Han, Rishi Bommasani, Jinqi Luo, Wenjie Qu, Wangchunshu Zhou, Adel Bibi, Xiyao Wang, Jaehong Yoon, Elias Stengel-Eskin, Shengbang Tong, Lingfeng Shen, Rafael Rafailov, Runjia Li, Zhaoyang Wang, Yiyang Zhou, Chenhang Cui, Yu Wang, Wenhao Zheng, Huichi Zhou, Jindong Gu, Zhaorun Chen, Peng Xia, Tony Lee, Thomas P Zollo, Vikash Sehwag, Jixuan Leng, Jiuhai Chen, Yuxin Wen, Huan Zhang, Zhun Deng, Linjun Zhang, Pavel Izmailov, Pang Wei Koh, Yulia Tsvetkov, Andrew Gordon Wilson, Jiaheng Zhang, James Zou, Cihang Xie, Hao Wang, Philip Torr, Julian McAuley, David Alvarez-Melis, Florian Tramèr, Kaidi Xu, Suman Jana, Chris Callison-Burch, Rene Vidal, Filippos Kokkinos, Mohit Bansal, Beidi Chen, Huaxiu Yao

ICCV 2025 Unsupervised RGB-D Point Cloud Registration for Scenes with Low Overlap and Photometric Inconsistency Yejun Shou, Haocheng Wang, Lingfeng Shen, Qian Zheng, Gang Pan, Yanlong Cao

ICML 2024 Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation Haoran Xu, Amr Sharaf, Yunmo Chen, Weiting Tan, Lingfeng Shen, Benjamin Van Durme, Kenton Murray, Young Jin Kim

NeurIPS 2024 DiffNorm: Self-Supervised Normalization for Non-Autoregressive Speech-to-Speech Translation Weiting Tan, Jingyu Zhang, Lingfeng Shen, Daniel Khashabi, Philipp Koehn

ICMLW 2024 It Takes Two: On the Seamlessness Between Reward and Policy Model in RLHF TaiMing Lu, Lingfeng Shen, Xinyu Yang, Weiting Tan, Beidi Chen, Huaxiu Yao

ICML 2024 Position: Do Pretrained Transformers Learn In-Context by Gradient Descent? Lingfeng Shen, Aayush Mishra, Daniel Khashabi

ICLR 2024 The Trickle-Down Impact of Reward Inconsistency on RLHF Lingfeng Shen, Sihao Chen, Linfeng Song, Lifeng Jin, Baolin Peng, Haitao Mi, Daniel Khashabi, Dong Yu

ICLR 2023 TextShield: Beyond Successfully Detecting Adversarial Sentences in Text Classification Lingfeng Shen, Ze Zhang, Haiyun Jiang, Ying Chen

ECCV 2022 DRCNet: Dynamic Image Restoration Contrastive Network Fei Li, Lingfeng Shen, Yang Mi, Zhenbo Li

AAAI 2022 KATG: Keyword-Bias-Aware Adversarial Text Generation for Text Classification Lingfeng Shen, Shoushan Li, Ying Chen