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| 2025 | F-Fidelity: A Robust Framework for Faithfulness Evaluation of Explainable AI. | Xu Zheng, Farhad Shirani, Zhuomin Chen, Chaohao Lin, Wei Cheng, Wenbo Guo, Dongsheng Luo |
| 2025 | AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web Agents. | Ke Yang, Yao Liu, Sapana Chaudhary, Rasool Fakoor, Pratik Chaudhari, George Karypis, Huzefa Rangwala |
| 2025 | A Common Pitfall of Margin-based Language Model Alignment: Gradient Entanglement. | Hui Yuan, Yifan Zeng, Yue Wu, Huazheng Wang, Mengdi Wang, Liu Leqi |
| 2025 | MallowsPO: Fine-Tune Your LLM with Preference Dispersions. | Haoxian Chen, Hanyang Zhao, Henry Lam, David D. Yao, Wenpin Tang |
| 2025 | Fully-inductive Node Classification on Arbitrary Graphs. | Jianan Zhao, Zhaocheng Zhu, Mikhail Galkin, Hesham Mostafa, Michael M. Bronstein, Jian Tang |
| 2025 | Efficient Alternating Minimization with Applications to Weighted Low Rank Approximation. | Zhao Song, Mingquan Ye, Junze Yin, Lichen Zhang |
| 2025 | Analysis of Linear Mode Connectivity via Permutation-Based Weight Matching: With Insights into Other Permutation Search Methods. | Akira Ito, Masanori Yamada, Atsutoshi Kumagai |
| 2025 | Shot2Story: A New Benchmark for Comprehensive Understanding of Multi-shot Videos. | Mingfei Han, Linjie Yang, Xiaojun Chang, Lina Yao, Heng Wang |
| 2025 | X-Drive: Cross-modality Consistent Multi-Sensor Data Synthesis for Driving Scenarios. | Yichen Xie, Chenfeng Xu, Chensheng Peng, Shuqi Zhao, Nhat Ho, Alexander T. Pham, Mingyu Ding, Masayoshi Tomizuka, Wei Zhan |
| 2025 | Medium-Difficulty Samples Constitute Smoothed Decision Boundary for Knowledge Distillation on Pruned Datasets. | Yudong Chen, Xuwei Xu, Frank de Hoog, Jiajun Liu, Sen Wang |
| 2025 | From Pixels to Tokens: Byte-Pair Encoding on Quantized Visual Modalities. | Wanpeng Zhang, Zilong Xie, Yicheng Feng, Yijiang Li, Xingrun Xing, Sipeng Zheng, Zongqing Lu |
| 2025 | Competitive Fair Scheduling with Predictions. | Tianming Zhao, Chunqiu Xia, Xiaomin Chang, Chunhao Li, Wei Li, Albert Y. Zomaya |
| 2025 | AI2TALE: An Innovative Information Theory-based Approach for Learning to Localize Phishing Attacks. | Van Nguyen, Tingmin Wu, Xingliang Yuan, Marthie Grobler, Surya Nepal, Carsten Rudolph |
| 2025 | Revolutionizing EMCCD Denoising through a Novel Physics-Based Learning Framework for Noise Modeling. | Haiyang Jiang, Tetsuichi Wazawa, Imari Sato, Takeharu Nagai, Yinqiang Zheng |
| 2025 | Evaluating Large Language Models through Role-Guide and Self-Reflection: A Comparative Study. | Lili Zhao, Yang Wang, Qi Liu, Mengyun Wang, Wei Chen, Zhichao Sheng, Shijin Wang |
| 2025 | Predicting the Energy Landscape of Stochastic Dynamical System via Physics-informed Self-supervised Learning. | Ruikun Li, Huandong Wang, Qingmin Liao, Yong Li |
| 2025 | Apollo-MILP: An Alternating Prediction-Correction Neural Solving Framework for Mixed-Integer Linear Programming. | Haoyang Liu, Jie Wang, Zijie Geng, Xijun Li, Yuxuan Zong, Fangzhou Zhu, Jianye Hao, Feng Wu |
| 2025 | 3DGS-Drag: Dragging Gaussians for Intuitive Point-Based 3D Editing. | Jiahua Dong, Yu-Xiong Wang |
| 2025 | Scalable and Certifiable Graph Unlearning: Overcoming the Approximation Error Barrier. | Lu Yi, Zhewei Wei |
| 2025 | Flavors of Margin: Implicit Bias of Steepest Descent in Homogeneous Neural Networks. | Nikolaos Tsilivis, Gal Vardi, Julia Kempe |
| 2025 | Adding Conditional Control to Diffusion Models with Reinforcement Learning. | Yulai Zhao, Masatoshi Uehara, Gabriele Scalia, Sun-Yuan Kung, Tommaso Biancalani, Sergey Levine, Ehsan Hajiramezanali |
| 2025 | ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation. | Cheng Yang, Chufan Shi, Yaxin Liu, Bo Shui, Junjie Wang, Mohan Jing, Linran Xu, Xinyu Zhu, Siheng Li, Yuxiang Zhang, Gongye Liu, Xiaomei Nie, Deng Cai, Yujiu Yang |
| 2025 | Learning system dynamics without forgetting. | Xikun Zhang, Dongjin Song, Yushan Jiang, Yixin Chen, Dacheng Tao |
| 2025 | Recognize Any Surgical Object: Unleashing the Power of Weakly-Supervised Data. | Jiajie Li, Brian R. Quaranto, Chenhui Xu, Ishan Mishra, Ruiyang Qin, Dancheng Liu, Peter C. W. Kim, Jinjun Xiong |