Nine papers accepted by ICLR 2026!
Nine papers from our team were accepted by ICLR 2026. These works span visual adaptation and interpretability, LLM agents, healthcare AI, neuromorphic learning, multimodal reasoning, reinforcement learning, and diffusion models.
Reference
- Exploring Interpretability for Visual Prompt Tuning with Cross-layer Concepts
Yubin Wang, Xinyang Jiang, De Cheng, Xiangqian Zhao, Zilong Wang, Dongsheng Li, Cairong Zhao.
The Fourteenth International Conference on Learning Representations (ICLR). 2026 - Trade in Minutes! Rationality-Driven Agentic System for Quantitative Financial Trading
Zifan Song, Kaitao Song, Guosheng Hu, Ding Qi, Junyao Gao, Xiaohua Wang, Dongsheng Li, Cairong Zhao.
The Fourteenth International Conference on Learning Representations (ICLR). 2026 - Joint Adaptation of Uni-modal Foundation Models for Multi-modal Alzheimer's Disease Diagnosis
Wentao Gu, Yuquan Li, Xinyang Jiang, Zilong Wang, Dongsheng Li, Zehui Li, Zijian Dong, Cairong Zhao.
The Fourteenth International Conference on Learning Representations (ICLR). 2026 - Online Pseudo-Zeroth-Order Training of Neuromorphic Spiking Neural Networks
Mingqing Xiao, Qingyan Meng, Zongpeng Zhang, Di He, Dongsheng Li, Zhouchen Lin.
The Fourteenth International Conference on Learning Representations (ICLR). 2026 - EgoBrain: Synergizing Minds and Eyes For Human Action Understanding
Nie Lin, Yansen Wang, Dongqi Han, Weibang Jiang, Jingyuan Li, Ryosuke Furuta, Yoichi Sato, Dongsheng Li.
The Fourteenth International Conference on Learning Representations (ICLR). 2026 - Exploratory Memory-Augmented LLM Agent via Hybrid On- and Off-Policy Optimization
Zeyuan Liu, Jeonghye Kim, Xufang Luo, Dongsheng Li, Yuqing Yang.
The Fourteenth International Conference on Learning Representations (ICLR). 2026 - Reasoning-Driven Multimodal LLM for Domain Generalization
Zhipeng Xu, Zilong Wang, Xinyang Jiang, Dongsheng Li, De Cheng, Nannan Wang.
The Fourteenth International Conference on Learning Representations (ICLR). 2026 - Do Not Let Low-Probability Tokens Over-Dominate in RL for LLMs
Zhihe Yang, Xufang Luo, Zilong Wang, Dongqi Han, Zhiyuan He, Dongsheng Li, Yunjian Xu.
The Fourteenth International Conference on Learning Representations (ICLR). 2026 - Improving Diffusion Models for Class-imbalanced Training Data via Capacity Manipulation
Feng Hong, Jiangchao Yao, Yifei Shen, Dongsheng Li, Ya Zhang, Yanfeng Wang.
The Fourteenth International Conference on Learning Representations (ICLR). 2026