| 2026 | ESG-Bench: Benchmarking Long-Context ESG Reports for Hallucination Mitigation. | Siqi Sun, Ben Peng Wu, Mali Jin, Peizhen Bai, Hanpei Zhang, Xingyi Song |
| 2026 | DWTSG: Parameter-Efficient Fine-Tuning of Large Pre-trained Models via Discrete Wavelet Transform and Subband Guidance. | Chengwei Sun, Jiwei Wei, Shiyuan He, Zeyu Ma, Yuyang Zhou, Ran Ran, Jie Zou, Yang Yang |
| 2026 | SwiftVideo: A Unified Framework for Few-Step Video Generation Through Trajectory-Distribution Alignment. | Yanxiao Sun, Jiafu Wu, Yun Cao, Chengming Xu, Yabiao Wang, Weijian Cao, Donghao Luo, Chengjie Wang, Yanwei Fu |
| 2026 | CGMIS: Concept-Graph Based Multi-Hop Instructions Synthesis for Enhancing Long-Context Reasoning. | Zechen Sun, Zecheng Tang, Juntao Li, Wenpeng Hu, Wenliang Chen, Zhunchen Luo, Qiaoming Zhu |
| 2026 | Weather-Robust LiDAR Perception: Point Cloud Restoration from Adverse Weather. | Chenghao Sun, Pengpeng Sun, Xiangmo Zhao |
| 2026 | Complex Instruction Following with Diverse Style Policies in Football Games. | Chenglu Sun, Shuo Shen, Haonan Hu, Wei Zhou, Chen Chen |
| 2026 | CtrlFuse: Mask-Prompt Guided Controllable Infrared and Visible Image Fusion. | Yiming Sun, Yuan Ruan, Qinghua Hu, Pengfei Zhu |
| 2026 | EPO: Diverse and Realistic Protein Ensemble Generation via Energy Preference Optimization. | Yuancheng Sun, Yuxuan Ren, Zhaoming Chen, Xu Han, Kang Liu, Qiwei Ye |
| 2026 | RAIN: Redundancy-Aware Latent Injection for Quality-Preserving Image Watermarking. | Yehan Sun, Rongrong Ni, Chuangchuang Tan, Huan Liu, Wenhao Ni, Renshuai Tao, Yao Zhao |
| 2026 | Potent but Stealthy: Rethink Profile Pollution Against Sequential Recommendation via Bi-Level Constrained Reinforcement Paradigm. | Jiajie Su, Zihan Nan, Yunshan Ma, Xiaobo Xia, Xiaohua Feng, Weiming Liu, Xiang Chen, Xiaolin Zheng, Chaochao Chen |
| 2026 | Deploying Atmospheric and Oceanic AI Models on Chinese Hardware and Framework: Migration Strategies, Performance Optimization and Analysis. | Yuze Sun, Wentao Luo, Yanfei Xiang, Jiancheng Pan, Jiahao Li, Quan Zhang, Xiaomeng Huang |
| 2026 | BSAN: Behavioral State Attention Network for Modeling Mosquito Host-Seeking Behavior. | Haotian Sun, Jessie Zixin Li, John M. Marshall |
| 2026 | Improving Value-based Process Verifier via Low-Cost Variance Reduction. | Zetian Sun, Dongfang Li, Baotian Hu, Min Zhang |
| 2026 | Efficient Hallucination Detection: Adaptive Bayesian Estimation of Semantic Entropy with Guided Semantic Exploration. | Qiyao Sun, Xingming Li, Xixiang He, Ao Cheng, Xuanyu Ji, Hailun Lu, Runke Huang, Qingyong Hu |
| 2026 | GlyphShield: Document Watermarking for the Physical World via Vector Typeface Synthesis. | Nan Sun, Yuxing Lu, Han Fang, Hefei Ling, Sijing Xie, Luyu Yuan, Chengxin Zhao |
| 2026 | HumanPro: Single-view 3D Clothed Human Reconstruction with Progressive Normal Guidance. | Jianchi Sun, Fei Luo, Wenzhuo Fan, Yu Jiang, Chunxia Xiao |
| 2026 | Enhancing Pre-training Data Detection in LLMs Through Discriminative and Symmetric Prefix Selection. | Kai Sun, Yuxin Lin, Bo Dong, Jingyao Zhang, Bin Shi |
| 2026 | Scope Delineation Before Localization: A Two-Stage Framework for Enhancing Failure Attribution in Multi-Agent Systems. | Kai Sun, Wenqiang Li, Bo Dong, Yuxin Lin, Jingyao Zhang, Bin Shi |
| 2026 | Bridging the Language Gap: Uncovering and Aligning Shared Circuits for Multi-Hop Reasoning in Multilingual LLMs. | Chenghao Sun, Zhen Huang, Yonggang Zhang, Xinmei Tian, Xu Shen, Jieping Ye |
| 2026 | Structures Meet Semantics: Multimodal Fusion via Graph Contrastive Learning. | Jiangfeng Sun, Sihao He, Zhonghong Ou, Meina Song |
| 2026 | M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference. | Chuxiong Sun, Peng He, Qirui Ji, Zehua Zang, Jiangmeng Li, Rui Wang, Wei Wang |
| 2026 | WDT-MD: Wavelet Diffusion Transformers for Microaneurysm Detection in Fundus Images. | Yifei Sun, Yuzhi He, Junhao Jia, Jinhong Wang, Ruiquan Ge, Changmiao Wang, Hongxia Xu |
| 2026 | Bridging Granularity Gaps: Hierarchical Semantic Learning for Cross-domain Few-shot Segmentation. | Sujun Sun, Haowen Gu, Cheng Xie, Yanxu Ren, Mingwu Ren, Haofeng Zhang |
| 2026 | CO-Bench: Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization. | Weiwei Sun, Shengyu Feng, Shanda Li, Yiming Yang |
| 2026 | Optimization Method for Surrogate Function in Spiking Neural Networks Based on Membrane Potential Distribution. | Qi Sun, Zhen Cao, Kaige Geng, Ziyi Zhang, Biao Hou |