Wang, Siyuan

16 publications

ICLR 2026 HardcoreLogic: Challenging Large Reasoning Models with Long-Tail Logic Puzzle Games Jingcong Liang, Shijun Wan, Xuehai Wu, Yitong Li, Qianglong Chen, Duyu Tang, Siyuan Wang, Zhongyu Wei

ICLR 2026 Look Back to Reason Forward: Revisitable Memory for Long-Context LLM Agents Yaorui Shi, Yuxin Chen, Siyuan Wang, Sihang Li, Hengxing Cai, Qi Gu, Xiang Wang, An Zhang

ICLR 2026 Lookahead Tree-Based Rollouts for Enhanced Trajectory-Level Exploration in Reinforcement Learning with Verifiable Rewards Shangyu Xing, Siyuan Wang, Chenyuan Yang, Xinyu Dai, Xiang Ren

ICLR 2026 LoongRL: Reinforcement Learning for Advanced Reasoning over Long Contexts Siyuan Wang, Gaokai Zhang, Li Lyna Zhang, Ning Shang, Fan Yang, Dongyao Chen, Mao Yang

ICLR 2026 Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Zejun Li, Yingxiu Zhao, Jiwen Zhang, Siyuan Wang, Yang Yao, Runzhou Zhao, Jun Song, Bo Zheng, Zhongyu Wei

ICLR 2026 Not All Models Suit Expert Offloading: On Local Routing Consistency of Mixture-of-Expert Models Jingcong Liang, Siyuan Wang, Miren Tian, Yitong Li, Duyu Tang, Zhongyu Wei

ICLR 2026 Segment-Level Attribution for Selective Learning of Long Reasoning Traces Siyuan Wang, Yanchen Liu, Xiang Ren

ICLR 2026 Unlocking the Value of Text: Event-Driven Reasoning and Multi-Level Alignment for Time Series Forecasting Siyuan Wang, Peng Chen, Yihang Wang, Wanghui Qiu, Chenjuan Guo, Bin Yang, Yang Shu

ICCV 2025 DLFR-Gen: Diffusion-Based Video Generation with Dynamic Latent Frame Rate Zhihang Yuan, Rui Xie, Yuzhang Shang, Hanling Zhang, Siyuan Wang, Shengen Yan, Guohao Dai, Yu Wang

ICML 2025 LongRoPE2: Near-Lossless LLM Context Window Scaling Ning Shang, Li Lyna Zhang, Siyuan Wang, Gaokai Zhang, Gilsinia Lopez, Fan Yang, Weizhu Chen, Mao Yang

NeurIPS 2025 Prompt-Guided Disentangled Representation for Action Recognition Tianci Wu, Guangming Zhu, Lu Jiang, Siyuan Wang, Ning Wang, Nuoye Xiong, Zhang Liang

AAAI 2025 Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks Shengbin Yue, Siyuan Wang, Wei Chen, Xuanjing Huang, Zhongyu Wei

NeurIPSW 2024 Can LLMs Reason with Rules? Logic Scaffolding for Stress-Testing and Improving LLMs Siyuan Wang, Zhongyu Wei, Yejin Choi, Xiang Ren

AAAI 2024 Enhance Sketch Recognition's Explainability via Semantic Component-Level Parsing Guangming Zhu, Siyuan Wang, Tianci Wu, Liang Zhang

IJCAI 2021 TCIC: Theme Concepts Learning Cross Language and Vision for Image Captioning Zhihao Fan, Zhongyu Wei, Siyuan Wang, Ruize Wang, Zejun Li, Haijun Shan, Xuanjing Huang

AAAI 2019 A Multi-Agent Communication Framework for Question-Worthy Phrase Extraction and Question Generation Siyuan Wang, Zhongyu Wei, Zhihao Fan, Yang Liu, Xuanjing Huang