Publication POROver: Improving Safety and Reducing Overrefusal in Large Language Models with Overgeneration and Preference Optimization Batuhan K. Karaman, I. Zabir, Alon Benhaim, Vishrav Chaudhary, M. Sabuncu, Xia Song ICML 2025 | October 2024
Publication MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models Peng Xia, Kangyu Zhu, Haoran Li, Weijia Shi, Sheng Wang, Linjun Zhang, James Zou, Huaxiu Yao ICLR 2025 | October 2024
Publication Towards Graph Foundation Models: Training on Knowledge Graphs Enables Transferability to General Graphs Kai Wang, Siqiang Luo, Caihua Shan, Yifei Shen NeurIPS 2025 | October 2024
Publication Exploring Invariance in Images through One-way Wave Equations Yinpeng Chen, Dongdong Chen, Xiyang Dai, Mengchen Liu, Yinan Feng, Youzuo Lin, Lu Yuan, Zicheng Liu ICML 2025 | October 2024
Publication Improving Instruction-Following in Language Models through Activation Steering Alessandro Stolfo, Vidhisha Balachandran, Safoora Yousefi, Eric Horvitz, Besmira Nushi ICLR 2025 | October 2024 Github
Publication MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models Peng Xia, Siwei Han, Shi Qiu, Yiyang Zhou, Zhaoyang Wang, Wenhao Zheng, Zhaorun Chen, Chenhang Cui, Mingyu Ding, Linjie Li, Lijuan Wang, Huaxiu Yao ICLR 2025 | October 2024
Publication KBLaM: Knowledge Base augmented Language Model Xi Wang, Liana Mikaelyan, Taketomo Isazawa, James Hensman October 2024 ArXiv | October 2024 Github
Publication Parameter-Efficient Fine-Tuning of State Space Models Kevin Galim, Wonjun Kang, Yuchen Zeng, Hyung Il Koo, Kangwook Lee International Conference on Machine Learning | October 2024
Publication BlendScape: Enabling End-User Customization of Video-Conferencing Environments through Generative AI Shwetha Rajaram, Nels Numan, Balasaravanan Thoravi Kumaravel, Nicolai Marquardt, Andrew D. Wilson User Interface Software and Technology | October 2024
Publication Controllable Safety Alignment: Inference-Time Adaptation to Diverse Safety Requirements Jingyu (Jack) Zhang, Ahmed Elgohary, Ahmed Magooda, Daniel Khashabi, Ben Van Durme ICLR 2025 | October 2024