SparseRM: A Lightweight Preference Modeling with Sparse Autoencoder.

Zheren Fu Dengcan Liu Jiahao Li 0004 Zheren Fu Yi Tu Jiajun Li Zhendong Mao 0001 Yongdong Zhang 0001 SparseRM: A Lightweight Preference Modeling with Sparse Autoencoder. 32051-32059 2026 AAAI https://doi.org/10.1609/aaai.v40i38.40476 conf/aaai/2026 db/conf/aaai/aaai2026.html#LiuLFTLMZ26 Mingye Zhu Yi Liu 0148 Zheren Fu Quan Wang 0002 Yongdong Zhang 0001 In-Token Rationality Optimization: Towards Accurate and Concise LLM Reasoning via Self-Feedback. 35195-35203 2026 AAAI https://doi.org/10.1609/aaai.v40i41.40826 conf/aaai/2026 db/conf/aaai/aaai2026.html#ZhuLFWZ26

Fengyi Fu Mengqi Huang Shaojin Wu Yunsheng Jiang Yufei Huo Hao Li 0189 Yinghang Song Fei Ding Jianzhu Guo Qian He Zheren Fu Zhendong Mao 0001 Yongdong Zhang 0001 Lance: Unified Multimodal Modeling by Multi-Task Synergy. 2026 May abs/2605.18678 CoRR https://doi.org/10.48550/arXiv.2605.18678 db/journals/corr/corr2605.html#abs-2605-18678 streams/journals/corr

Jingxuan Han Wei Liu Mingyang Zhu Youpeng Wang Ziwen Wang Lin Qiu Xuezhi Cao Xunliang Cai Zheren Fu Licheng Zhang 0002 Zhendong Mao 0001 DailyReport: An Open-ended Benchmark for Evaluating Search Agents on Daily Search Tasks. 2026 June abs/2606.12871 CoRR https://doi.org/10.48550/arXiv.2606.12871 db/journals/corr/corr2606.html#abs-2606-12871 streams/journals/corr

Zheren Fu Zhendong Mao 0001 Lei Zhang 0119 Yongdong Zhang 0001 Boosting Faithful Multi-Modal LLMs via Complementary Visual Grounding. 8641-8655 2025 34 IEEE Trans. Image Process. https://doi.org/10.1109/TIP.2025.3644140 db/journals/tip/tip34.html#FuMZZ25 streams/journals/tip

Jingxuan Han Zhendong Mao 0001 Yi Liu 0148 Yexuan Che Zheren Fu Quan Wang 0002 Fine-grained Knowledge Enhancement for Retrieval-Augmented Generation. 10031-10044 2025 ACL (Findings) https://doi.org/10.18653/v1/2025.findings-acl.522 https://aclanthology.org/2025.findings-acl.522/ conf/acl/2025f db/conf/acl/acl2025f.html#Han0LCFW25 Licheng Zhang 0002 Zhendong Mao 0001 Yixing Peng Zheren Fu Yongdong Zhang 0001 Multi-Prototype Grouping for Continual Learning in Visual Question Answering. 1-5 2025 ICASSP https://doi.org/10.1109/ICASSP49660.2025.10890400 conf/icassp/2025 db/conf/icassp/icassp2025.html#Zhang0PF025 Zhe Li 0028 Lei Zhang 0119 Zheren Fu Kun Zhang 0040 Zhendong Mao 0001 Hierarchy-Aware Pseudo Word Learning with Text Adaptation for Zero-Shot Composed Image Retrieval. 2025 ICCV 34319-24329 conf/iccv/2025 https://doi.org/10.1109/ICCV51701.2025.02254 db/conf/iccv/iccv2025.html#LiZFZM25 streams/conf/iccv Mingye Zhu Yi Liu 0148 Zheren Fu Yongdong Zhang 0001 Zhendong Mao 0001 Leveraging robust optimization for llm alignment under distribution shifts. 2025 NeurIPS http://papers.nips.cc/paper_files/paper/2025/hash/fa1cfe4e956d85e016b1f8f49b189a0b-Abstract-Conference.html conf/nips/2025 db/conf/nips/neurips2025.html#ZhuLFZM25

Shuai Bai Keqin Chen Xuejing Liu Jialin Wang Wenbin Ge Sibo Song Kai Dang Peng Wang 0028 Shijie Wang 0007 Jun Tang 0008 Humen Zhong Yuanzhi Zhu Ming-Hsuan Yang 0001 Zhaohai Li Jianqiang Wan Pengfei Wang Wei Ding Zheren Fu Yiheng Xu Jiabo Ye Xi Zhang Tianbao Xie Zesen Cheng Hang Zhang Zhibo Yang 0003 Haiyang Xu 0001 Junyang Lin Qwen2.5-VL Technical Report. 2025 February abs/2502.13923 CoRR https://doi.org/10.48550/arXiv.2502.13923 db/journals/corr/corr2502.html#abs-2502-13923 streams/journals/corr

Shaohan Wang Licheng Zhang 0002 Zheren Fu Zhendong Mao 0001 CL-RAG: Bridging the Gap in Retrieval-Augmented Generation with Curriculum Learning. 2025 May abs/2505.10493 CoRR https://doi.org/10.48550/arXiv.2505.10493 db/journals/corr/corr2505.html#abs-2505-10493 streams/journals/corr

Hou Xia Zheren Fu Fangcan Ling Jiajun Li Yi Tu Zhendong Mao 0001 Yongdong Zhang 0001 Video-LevelGauge: Investigating Contextual Positional Bias in Large Video Language Models. 2025 August abs/2508.19650 CoRR https://doi.org/10.48550/arXiv.2508.19650 db/journals/corr/corr2508.html#abs-2508-19650 streams/journals/corr

Dengcan Liu Jiahao Li 0004 Zheren Fu Yi Tu Jiajun Li Zhendong Mao 0001 Yongdong Zhang 0001 SparseRM: A Lightweight Preference Modeling with Sparse Autoencoder. 2025 November abs/2511.07896 CoRR https://doi.org/10.48550/arXiv.2511.07896 db/journals/corr/corr2511.html#abs-2511-07896 streams/journals/corr

Mingye Zhu Yi Liu 0148 Zheren Fu Quan Wang 0002 Yongdong Zhang 0001 In-Token Rationality Optimization: Towards Accurate and Concise LLM Reasoning via Self-Feedback. 2025 November abs/2511.09865 CoRR https://doi.org/10.48550/arXiv.2511.09865 db/journals/corr/corr2511.html#abs-2511-09865 streams/journals/corr

Zheren Fu Lei Zhang 0119 Hou Xia Zhendong Mao 0001 Linguistic-Aware Patch Slimming Framework for Fine-Grained Cross-Modal Alignment. 26297-26306 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.02485 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#Fu0XM24

Zheren Fu Zhendong Mao 0001 Bo Hu 0036 An-An Liu Yongdong Zhang 0001 Intra-Class Adaptive Augmentation With Neighbor Correction for Deep Metric Learning. 7758-7771 2023 25 IEEE Trans. Multim. https://doi.org/10.1109/TMM.2022.3227414 db/journals/tmm/tmm25.html#FuMHLZ23

Zheren Fu Zhendong Mao 0001 Yan Song 0004 Yongdong Zhang 0001 Learning Semantic Relationship among Instances for Image-Text Matching. 15159-15168 2023 CVPR https://doi.org/10.1109/CVPR52729.2023.01455 conf/cvpr/2023 db/conf/cvpr/cvpr2023.html#FuMSZ23

Zheren Fu Zhendong Mao 0001 Chenggang Yan 0001 An-An Liu Hongtao Xie 0001 Yongdong Zhang 0001 Self-Supervised Synthesis Ranking for Deep Metric Learning. 4736-4750 2022 32 IEEE Trans. Circuits Syst. Video Technol. 7 https://doi.org/10.1109/TCSVT.2021.3124908 db/journals/tcsv/tcsv32.html#FuMYLXZ22

Zheren Fu Zhendong Mao 0001 Bo Hu 0036 An-An Liu Yongdong Zhang 0001 Intra-class Adaptive Augmentation with Neighbor Correction for Deep Metric Learning. 2022 abs/2211.16264 CoRR https://doi.org/10.48550/arXiv.2211.16264 db/journals/corr/corr2211.html#abs-2211-16264

Zheren Fu Yan Li 0068 Zhendong Mao 0001 Quan Wang 0002 Yongdong Zhang 0001 Deep Metric Learning with Self-Supervised Ranking. 1370-1378 2021 AAAI https://doi.org/10.1609/aaai.v35i2.16226 conf/aaai/2021 db/conf/aaai/aaai2021.html#FuLMW021 Shuai Bai Xunliang Cai Xuezhi Cao Yexuan Che Keqin Chen Zesen Cheng Kai Dang Fei Ding Wei Ding Fengyi Fu Wenbin Ge Jianzhu Guo Jingxuan Han Qian He Bo Hu 0036 Mengqi Huang Yufei Huo Yunsheng Jiang Hao Li 0189 Jiahao Li 0004 Jiajun Li Yan Li 0068 Zhaohai Li Zhe Li 0028 Junyang Lin Fangcan Ling Anan LiuAn-An Liu Dengcan Liu Wei Liu Xuejing Liu Yi Liu 0148 Zhendong Mao 0001 Yixing Peng Lin Qiu Sibo Song Yan Song 0004 Yinghang Song Jun Tang 0008 Yi Tu Jianqiang Wan Jialin Wang Peng Wang 0028 Pengfei Wang Quan Wang 0002 Shaohan Wang Shijie Wang 0007 Youpeng Wang Ziwen Wang Shaojin Wu Hou Xia Hongtao Xie 0001 Tianbao Xie Haiyang Xu 0001 Yiheng Xu Chenggang Yan 0001 Ming-Hsuan Yang 0001 Zhibo Yang 0003 Jiabo Ye Hang Zhang Kun Zhang 0040 Lei Zhang 0119 Licheng Zhang 0002 Xi Zhang Yongdong Zhang 0001 Humen Zhong Mingyang Zhu Mingye Zhu Yuanzhi Zhu