Causal Intervention Improves Implicit Sentiment Analysis. - Siyin Wang; Jie Zhou 015; Changzhi Sun; Junjie Ye; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (COLING, 2022)

Evaluating Hallucinations in Chinese Large Language Models. - Qinyuan Cheng; Tianxiang Sun; Wenwei Zhang; Siyin Wang; Xiangyang Liu; Mozhi Zhang; Junliang He; Mianqiu Huang; Zhangyue Yin; Kai Chen 026; Xipeng Qiu (CoRR, 2023)

A Soft Contrastive Learning-based Prompt Model for Few-shot Sentiment Analysis. - Jingyi Zhou; Jie Zhou 015; Jiabao Zhao; Siyin Wang; Haijun Shan; Gui Tao; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2023)

LLM can Achieve Self-Regulation via Hyperparameter Aware Generation. - Siyin Wang; Shimin Li; Tianxiang Sun; Jinlan Fu; Qinyuan Cheng; Jiasheng Ye; Junjie Ye; Xipeng Qiu; Xuanjing Huang 001 (ACL (Findings), 2024)

Domain Generalization via Causal Adjustment for Cross-Domain Sentiment Analysis. - Siyin Wang; Jie Zhou 015; Qin Chen 001; Qi Zhang 001; Tao Gui; Xuanjing Huang 001 (LREC/COLING, 2024)

Bayesian Example Selection Improves In-Context Learning for Speech, Text and Visual Modalities. - Siyin Wang; Chao-Han Huck Yang; Ji Wu; Chao Zhang 031 (EMNLP, 2024)

Can Whisper Perform Speech-Based In-Context Learning? - Siyin Wang; Chao-Han Huck Yang; Ji Wu; Chao Zhang 031 (ICASSP, 2024)

A Soft Contrastive Learning-Based Prompt Model for Few-Shot Sentiment Analysis. - Jingyi Zhou; Jie Zhou 015; Jiabao Zhao; Siyin Wang; Haijun Shan; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (ICASSP, 2024)

Speaker Diarization for Unlimited Number of Speakers Using Dynamic Linear. - Siyin Wang; Chao Zhang 031 (ISCSLP, 2024)

In-Memory Learning: A Declarative Learning Framework for Large Language Models. - Bo Wang 084; Tianxiang Sun; Hang Yan 001; Siyin Wang; Qingyuan Cheng; Xipeng Qiu (CoRR, 2024)

Cross-Modality Safety Alignment. - Siyin Wang; Xingsong Ye; Qinyuan Cheng; Junwen Duan; Shimin Li; Jinlan Fu; Xipeng Qiu; Xuanjing Huang 001 (CoRR, 2024)

Robust Zero-Shot Text-to-Speech Synthesis with Reverse Inference Optimization. - Yuchen Hu; Chen Chen 075; Siyin Wang; Eng Siong Chng; Chao Zhang 031 (CoRR, 2024)

Enabling Auditory Large Language Models for Automatic Speech Quality Evaluation. - Siyin Wang; Wenyi Yu; Yudong Yang; Changli Tang; Yixuan Li; Jimin Zhuang; Xianzhao Chen; Xiaohai Tian; Jun Zhang 066; Guangzhi Sun; Lu Lu 015; Chao Zhang 031 (CoRR, 2024)

SALMONN-omni: A Codec-free LLM for Full-duplex Speech Understanding and Generation. - Wenyi Yu; Siyin Wang; Xiaoyu Yang; Xianzhao Chen; Xiaohai Tian; Jun Zhang 066; Guangzhi Sun; Lu Lu 015; Yuxuan Wang 002; Chao Zhang 031 (CoRR, 2024)

World Modeling Makes a Better Planner: Dual Preference Optimization for Embodied Task Planning. - Siyin Wang; Zhaoye Fei; Qinyuan Cheng; Shiduo Zhang; Panpan Cai; Jinlan Fu; Xipeng Qiu (ACL (1), 2025)

VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search. - Yikun Wang; Siyin Wang; Qinyuan Cheng; Zhaoye Fei; Liang Ding 006; Qipeng Guo; Dacheng Tao; Xipeng Qiu (ACL (1), 2025)

QualiSpeech: A Speech Quality Assessment Dataset with Natural Language Reasoning and Descriptions. - Siyin Wang; Wenyi Yu; Xianzhao Chen; Xiaohai Tian; Jun Zhang 066; Lu Lu 015; Yu Tsao 001; Junichi Yamagishi; Yuxuan Wang 002; Chao Zhang 031 (ACL (1), 2025)

Enabling Auditory Large Language Models for Automatic Speech Quality Evaluation. - Siyin Wang; Wenyi Yu; Yudong Yang; Changli Tang; Yixuan Li; Jimin Zhuang; Xianzhao Chen; Xiaohai Tian; Jun Zhang; Guangzhi Sun; Lu Lu; Chao Zhang (ICASSP, 2025)

Audio Large Language Models Can Be Descriptive Speech Quality Evaluators. - Chen Chen 075; Yuchen Hu; Siyin Wang; Helin Wang; Zhehuai Chen; Chao Zhang 031; Chao-Han Huck Yang; Eng Siong Chng (ICLR, 2025)

Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language Models. - Siyin Wang; Xingsong Ye; Qinyuan Cheng; Junwen Duan; Shimin Li; Jinlan Fu; Xipeng Qiu; Xuanjing Huang 001 (NAACL (Findings), 2025)

Intraoperative stenosis detection in X-ray coronary angiography via temporal fusion and attention-based CNN. - Meidi Chen; Siyin Wang; Ke Liang; Xiao Chen; Zihan Xu; Chen Zhao; Weimin Yuan; Jing Wan; Qiu Huang (Comput. Medical Imaging Graph., 2025)

ConvSearch-R1: Enhancing Query Reformulation for Conversational Search with Reasoning via Reinforcement Learning. - Changtai Zhu; Siyin Wang; Ruijun Feng; Kai Song; Xipeng Qiu (CoRR, 2025)

SALMONN-omni: A Standalone Speech LLM without Codec Injection for Full-duplex Conversation. - Wenyi Yu; Siyin Wang; Xiaoyu Yang; Xianzhao Chen; Xiaohai Tian; Jun Zhang 066; Guangzhi Sun; Lu Lu 015; Yuxuan Wang 002; Chao Zhang 031 (CoRR, 2025)

World-aware Planning Narratives Enhance Large Vision-Language Model Planner. - Junhao Shi; Zhaoye Fei; Siyin Wang; Qipeng Guo; Jingjing Gong; Xipeng Qiu (CoRR, 2025)

Unleashing Embodied Task Planning Ability in LLMs via Reinforcement Learning. - Zhaoye Fei; Li Ji; Siyin Wang; Junhao Shi; Jingjing Gong; Xipeng Qiu (CoRR, 2025)