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2020 – today
- 2025
[c2]Peijin Xie, Lin Sun
, Bingquan Liu, Dexin Wang, Xiangzheng Zhang, Chengjie Sun, Jiajia Zhang:
Expand VSR Benchmark for VLLM to Expertize in Spatial Rules. AAAI 2025: 8745-8752- [i16]Zonghao Ying, Deyue Zhang, Zonglei Jing, Yisong Xiao, Quanchen Zou, Aishan Liu, Siyuan Liang, Xiangzheng Zhang, Xianglong Liu, Dacheng Tao:
Reasoning-Augmented Conversation for Multi-Turn Jailbreak Attacks on Large Language Models. CoRR abs/2502.11054 (2025) - [i15]Guangxiang Zhao, Saier Hu, Xiaoqi Jian, Jinzhu Wu, Yuhan Wu, Change Jia, Lin Sun, Xiangzheng Zhang:
Stress Testing Generalization: How Minor Modifications Undermine Large Language Model Performance. CoRR abs/2502.12459 (2025) - [i14]Dawei Zhu, Xiyu Wei, Guangxiang Zhao, Wenhao Wu, Haosheng Zou, Junfeng Ran, Xun Wang, Lin Sun, Xiangzheng Zhang, Sujian Li:
Chain-of-Thought Matters: Improving Long-Context Language Models with Reasoning Path Supervision. CoRR abs/2502.20790 (2025) - [i13]Lin Sun, Guangxiang Zhao, Xiaoqi Jian, Yuhan Wu, Weihong Lin, Yongfu Zhu, Change Jia, Linglin Zhang, Jinzhu Wu, Junfeng Ran, Saier Hu, Zihan Jiang, Junting Zhou, Wenrui Liu, Bin Cui, Tong Yang, Xiangzheng Zhang:
TinyR1-32B-Preview: Boosting Accuracy with Branch-Merge Distillation. CoRR abs/2503.04872 (2025) - [i12]Wenzhuo Xu, Zhipeng Wei, Xiongtao Sun, Deyue Zhang, Dongdong Yang, Quanchen Zou, Xiangzheng Zhang:
Utilizing Jailbreak Probability to Attack and Safeguard Multimodal LLMs. CoRR abs/2503.06989 (2025) - [i11]Liang Wen, Yunke Cai, Fenrui Xiao, Xin He, Qi An, Zhenyu Duan, Yimin Du, Junchen Liu, Lifu Tang, Xiaowei Lv, Haosheng Zou, Yongchao Deng, Shousheng Jia, Xiangzheng Zhang:
Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond. CoRR abs/2503.10460 (2025) - [i10]Haosheng Zou, Xiaowei Lv, Shousheng Jia, Xiangzheng Zhang:
360-LLaMA-Factory: Plug & Play Sequence Parallelism for Long Post-Training. CoRR abs/2505.22296 (2025) - [i9]Lin Sun, Weihong Lin, Jinzhu Wu, Yongfu Zhu, Xiaoqi Jian, Guangxiang Zhao, Change Jia, Linglin Zhang, Saier Hu, Yuhan Wu, Xiangzheng Zhang:
Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design. CoRR abs/2506.04734 (2025) - [i8]Quanchen Zou, Zonghao Ying, Moyang Chen, Wenzhuo Xu, Yisong Xiao, Yakai Li, Deyue Zhang, Dongdong Yang, Zhao Liu, Xiangzheng Zhang:
PRISM: Programmatic Reasoning with Image Sequence Manipulation for LVLM Jailbreaking. CoRR abs/2507.21540 (2025) - [i7]Chenyang Wang, Liang Wen, Shousheng Jia, Xiangzheng Zhang, Liang Xu:
Light-IF: Endowing LLMs with Generalizable Reasoning via Preview and Self-Checking for Complex Instruction Following. CoRR abs/2508.03178 (2025) - [i6]Jianfeng Si, Lin Sun, Zhewen Tan, Xiangzheng Zhang:
Efficient Switchable Safety Control in LLMs via Magic-Token-Guided Co-Training. CoRR abs/2508.14904 (2025) - [i5]Yongfu Zhu, Lin Sun, Guangxiang Zhao, Weihong Lin, Xiangzheng Zhang:
Uncertainty Under the Curve: A Sequence-Level Entropy Area Metric for Reasoning LLM. CoRR abs/2508.20384 (2025) - [i4]Junfeng Ran, Guangxiang Zhao, Yuhan Wu, Dawei Zhu, Longyun Wu, Yikai Zhao, Tong Yang, Lin Sun, Xiangzheng Zhang, Sujian Li:
Router Upcycling: Leveraging Mixture-of-Routers in Mixture-of-Experts Upcycling. CoRR abs/2509.00679 (2025) - [i3]Junjie Mu, Zonghao Ying, Zhekui Fan, Zonglei Jing, Yaoyuan Zhang, Zhengmin Yu, Wenxin Zhang, Quanchen Zou, Xiangzheng Zhang:
Mask-GCG: Are All Tokens in Adversarial Suffixes Necessary for Jailbreak Attacks? CoRR abs/2509.06350 (2025) - [i2]Peijin Xie, Shun Qian, Bingquan Liu, Dexin Wang, Lin Sun, Xiangzheng Zhang:
TextlessRAG: End-to-End Visual Document RAG by Speech Without Text. CoRR abs/2509.07538 (2025) - 2024
- [j1]Bing Wang, Xiangzheng Zhang, Xudong Han, Bingjie Hao, Yan Li, Xuejiang Guo:
TransGCN: a semi-supervised graph convolution network-based framework to infer protein translocations in spatio-temporal proteomics. Briefings Bioinform. 25(Supplement 1) (2024) - [i1]Peijin Xie, Lin Sun, Bingquan Liu, Dexin Wang, Xiangzheng Zhang, Chengjie Sun, Jiajia Zhang:
Expand VSR Benchmark for VLLM to Expertize in Spatial Rules. CoRR abs/2412.18224 (2024) - 2023
- [c1]Chunyu Xie, Heng Cai, Jincheng Li, Fanjing Kong, Xiaoyu Wu, Jianfei Song, Henrique Morimitsu, Lin Yao, Dexin Wang, Xiangzheng Zhang, Dawei Leng, Baochang Zhang, Xiangyang Ji, Yafeng Deng:
CCMB: A Large-scale Chinese Cross-modal Benchmark. ACM Multimedia 2023: 4219-4227
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