Qian, Kun

14 publications

ICLR 2026 SFT Doesn’t Always Hurt General Capabilities: Revisiting Domain-Specific Fine-Tuning in LLMs Jiacheng Lin, Zhongruo Wang, Kun Qian, Tian Wang, Arvind Srinivasan, Hansi Zeng, Ruochen Jiao, Xie Zhou, Jiri Gesi, Dakuo Wang, Yufan Guo, Kai Zhong, Weiqi Zhang, Sujay Sanghavi, Changyou Chen, Hyokun Yun, Lihong Li

ICLR 2026 Shop-R1: Rewarding LLMs to Simulate Human Behavior in Online Shopping via Reinforcement Learning Yimeng Zhang, Tian Wang, Jiri Gesi, Ziyi Wang, Yuxuan Lu, Jiacheng Lin, Simon Sinong Zhan, Vianne R. Gao, Ruochen Jiao, Junze Liu, Kun Qian, Yuxin Tang, Ran Xue, Houyu Zhang, Qingjun Cui, Yufan Guo, Dakuo Wang

ICLR 2025 Bridging the Data Provenance Gap Across Text, Speech, and Video Shayne Longpre, Nikhil Singh, Manuel Cherep, Kushagra Tiwary, Joanna Materzynska, William Brannon, Robert Mahari, Naana Obeng-Marnu, Manan Dey, Mohammed Hamdy, Nayan Saxena, Ahmad Mustafa Anis, Emad A. Alghamdi, Vu Minh Chien, Da Yin, Kun Qian, Yizhi Li, Minnie Liang, An Dinh, Shrestha Mohanty, Deividas Mataciunas, Tobin South, Jianguo Zhang, Ariel N. Lee, Campbell S. Lund, Christopher Klamm, Damien Sileo, Diganta Misra, Enrico Shippole, Kevin Klyman, Lester James Validad Miranda, Niklas Muennighoff, Seonghyeon Ye, Seungone Kim, Vipul Gupta, Vivek Sharma, Xuhui Zhou, Caiming Xiong, Luis Villa, Stella Biderman, Alex Pentland, Sara Hooker, Jad Kabbara

AAAI 2025 Evaluation and Incident Prevention in an Enterprise AI Assistant Akash V. Maharaj, David Arbour, Daniel Lee, Uttaran Bhattacharya, Anup B. Rao, Austin Zane, Avi Feller, Kun Qian, Yunyao Li

CVPR 2025 Radio Frequency Ray Tracing with Neural Object Representation for Enhanced RF Modeling Xingyu Chen, Zihao Feng, Kun Qian, Xinyu Zhang

TMLR 2025 Rec-R1: Bridging Generative Large Language Models and User-Centric Recommendation Systems via Reinforcement Learning Jiacheng Lin, Tian Wang, Kun Qian

NeurIPS 2024 Consent in Crisis: The Rapid Decline of the AI Data Commons Shayne Longpre, Robert Mahari, Ariel Lee, Campbell Lund, Hamidah Oderinwale, William Brannon, Nayan Saxena, Naana Obeng-Marnu, Tobin South, Cole Hunter, Kevin Klyman, Christopher Klamm, Hailey Schoelkopf, Nikhil Singh, Manuel Cherep, Ahmad Mustafa Anis, An Dinh, Caroline Chitongo, Da Yin, Damien Sileo, Deividas Mataciunas, Diganta Misra, Emad Alghamdi, Enrico Shippole, Jianguo Zhang, Joanna Materzynska, Kun Qian, Kush Tiwary, Lester Miranda, Manan Dey, Minnie Liang, Mohammed Hamdy, Niklas Muennighoff, Seonghyeon Ye, Seungone Kim, Shrestha Mohanty, Vipul Gupta, Vivek Sharma, Vu Minh Chien, Xuhui Zhou, Yizhi Li, Caiming Xiong, Luis Villa, Stella Biderman, Hanlin Li, Daphne Ippolito, Sara Hooker, Jad Kabbara, Sandy Pentland

AAAI 2021 A Student-Teacher Architecture for Dialog Domain Adaptation Under the Meta-Learning Setting Kun Qian, Wei Wei, Zhou Yu

CVPR 2021 Robust Multimodal Vehicle Detection in Foggy Weather Using Complementary LiDAR and Radar Signals Kun Qian, Shilin Zhu, Xinyu Zhang, Li Erran Li

AAAI 2020 Adabot: Fault-Tolerant Java Decompiler (Student Abstract) Zhiming Li, Qing Wu, Kun Qian

AAAI 2020 End-to-End Trainable Non-Collaborative Dialog System Yu Li, Kun Qian, Weiyan Shi, Zhou Yu

AAAI 2020 PARTNER: Human-in-the-Loop Entity Name Understanding with Deep Learning Kun Qian, Poornima Chozhiyath Raman, Yunyao Li, Lucian Popa

CVPR 2020 Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction Abduallah Mohamed, Kun Qian, Mohamed Elhoseiny, Christian Claudel

AAAI 2019 Knowledge Refinement via Rule Selection Phokion G. Kolaitis, Lucian Popa, Kun Qian