| 2025 | am-ELO: A Stable Framework for Arena-based LLM Evaluation. | Zirui Liu, Jiatong Li, Yan Zhuang, Qi Liu, Shuanghong Shen, Jie Ouyang, Mingyue Cheng, Shijin Wang |
| 2025 | The Emperor's New Clothes in Benchmarking? A Rigorous Examination of Mitigation Strategies for LLM Benchmark Data Contamination. | Yifan Sun, Han Wang, Dongbai Li, Gang Wang, Huan Zhang |
| 2025 | Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design. | Zhi Zheng, Zhuoliang Xie, Zhenkun Wang, Bryan Hooi |
| 2025 | Omni-Angle Assault: An Invisible and Powerful Physical Adversarial Attack on Face Recognition. | Shuai Yuan, Hongwei Li, Rui Zhang, Hangcheng Cao, Wenbo Jiang, Tao Ni, Wenshu Fan, Qingchuan Zhao, Guowen Xu |
| 2025 | Cowpox: Towards the Immunity of VLM-based Multi-Agent Systems. | Yutong Wu, Jie Zhang, Yiming Li, Chao Zhang, Qing Guo, Han Qiu, Nils Lukas, Tianwei Zhang |
| 2025 | Self-cross Feature based Spiking Neural Networks for Efficient Few-shot Learning. | Qi Xu, Junyang Zhu, Dongdong Zhou, Hao Chen, Yang Liu, Jiangrong Shen, Qiang Zhang |
| 2025 | TabPFN Unleashed: A Scalable and Effective Solution to Tabular Classification Problems. | Siyang Liu, Han-Jia Ye |
| 2025 | Balancing Model Efficiency and Performance: Adaptive Pruner for Long-tailed Data. | Zhe Zhao, Haibin Wen, Pengkun Wang, Shuang Wang, Zhenkun Wang, Qingfu Zhang, Yang Wang |
| 2025 | Heterogeneous Label Shift: Theory and Algorithm. | Chao Xu, Xijia Tang, Chenping Hou |
| 2025 | Targeted Low-rank Refinement: Enhancing Sparse Language Models with Precision. | Li Shen, Anke Tang, Yong Luo, Tao Sun, Han Hu, Xiaochun Cao |
| 2025 | Ex-VAD: Explainable Fine-grained Video Anomaly Detection Based on Visual-Language Models. | Chao Huang, Yushu Shi, Jie Wen, Wei Wang, Yong Xu, Xiaochun Cao |
| 2025 | SK-VQA: Synthetic Knowledge Generation at Scale for Training Context-Augmented Multimodal LLMs. | Xin Su, Man Luo, Kris W. Pan, Tien Pei Chou, Vasudev Lal, Phillip Howard |
| 2025 | FlipAttack: Jailbreak LLMs via Flipping. | Yue Liu, Xiaoxin He, Miao Xiong, Jinlan Fu, Shumin Deng, Yingwei Ma, Jiaheng Zhang, Bryan Hooi |
| 2025 | Hybrid Spiking Vision Transformer for Object Detection with Event Cameras. | Qi Xu, Jie Deng, Jiangrong Shen, Biwu Chen, Huajin Tang, Gang Pan |
| 2025 | Test-Time Graph Neural Dataset Search With Generative Projection. | Xin Zheng, Wei Huang, Chuan Zhou, Ming Li, Shirui Pan |
| 2025 | AutoGFM: Automated Graph Foundation Model with Adaptive Architecture Customization. | Haibo Chen, Xin Wang, Zeyang Zhang, Haoyang Li, Ling Feng, Wenwu Zhu |
| 2025 | Raising the Bar: Investigating the Values of Large Language Models via Generative Evolving Testing. | Han Jiang, Xiaoyuan Yi, Zhihua Wei, Ziang Xiao, Shu Wang, Xing Xie |
| 2025 | Exploiting Presentative Feature Distributions for Parameter-Efficient Continual Learning of Large Language Models. | Xin Cheng, Jiabo Ye, Haiyang Xu, Ming Yan, Ji Zhang, Feng Liu, Fei Huang, Lei Feng |
| 2025 | ROME is Forged in Adversity: Robust Distilled Datasets via Information Bottleneck. | Zheng Zhou, Wenquan Feng, Qiaosheng Zhang, Shuchang Lyu, Qi Zhao, Guangliang Cheng |
| 2025 | Breaking Barriers: Combinatorial Algorithms for Non-Monotone Submodular Maximization with Sublinear Adaptivity and 1/e Approximation. | Yixin Chen, Wenjing Chen, Alan Kuhnle |
| 2025 | Incentivize without Bonus: Provably Efficient Model-based Online Multi-agent RL for Markov Games. | Tong Yang, Bo Dai, Lin Xiao, Yuejie Chi |
| 2025 | Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models. | Kejia Chen, Jiawen Zhang, Jiacong Hu, Yu Wang, Jian Lou, Zunlei Feng, Mingli Song |
| 2025 | Synthesizing Images on Perceptual Boundaries of ANNs for Uncovering and Manipulating Human Perceptual Variability. | Chen Wei, Chi Zhang, Jiachen Zou, Haotian Deng, Dietmar Heinke, Quanying Liu |
| 2025 | SPACE: Your Genomic Profile Predictor is a Powerful DNA Foundation Model. | Zhao Yang, Jiwei Zhu, Bing Su |
| 2025 | FedSSI: Rehearsal-Free Continual Federated Learning with Synergistic Synaptic Intelligence. | Yichen Li, Yuying Wang, Haozhao Wang, Yining Qi, Tianzhe Xiao, Ruixuan Li |