# Tian Liang

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Shaping Social Strategy: Trey Higdon - Indy Eleven

Trey Higdon (Twitter: @TreyHigdon; Instagram: @treyhigdonxi) is the Communications Manager for Indy Eleven of the United Soccer League.  In his role, Trey manages all of the club's social channels, websites, and is the primary contact for all media inquiries. Having started with the club in 2017, …

Exercise Your Placenta

Vidcast:  https://youtu.be/ZhsT6oQ4B5s Exercise during pregnancy keeps moms fit and their weight gain under better control.  It also has beneficial effects on placental function and development of the baby. A study from Washington State University, performed in a mouse model and just published in…

Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs

🤗 Upvotes: 13 | cs.CL Authors: Xingyu Chen, Jiahao Xu, Tian Liang, Zhiwei He, Jianhui Pang, Dian Yu, Linfeng Song, Qiuzhi Liu, Mengfei Zhou, Zhuosheng Zhang, Rui Wang, Zhaopeng Tu, Haitao Mi, Dong Yu Title: Do NOT Think That Much for 2+3=? On the …

Arxiv paper - Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs

In this episode, we discuss Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs by Yue Wang, Qiuzhi Liu, Jiahao Xu, Tian Liang, Xingyu Chen, Zhiwei He, Linfeng Song, Dian Yu, Juntao Li, Zhuosheng Zhang, Rui Wang, Zhaopeng Tu, Haitao Mi, Dong Yu. The paper identifies "underthinking…

Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs

🤗 Upvotes: 22 | cs.CL Authors: Yue Wang, Qiuzhi Liu, Jiahao Xu, Tian Liang, Xingyu Chen, Zhiwei He, Linfeng Song, Dian Yu, Juntao Li, Zhuosheng Zhang, Rui Wang, Zhaopeng Tu, Haitao Mi, Dong Yu Title: Thoughts Are All Over the Place: On the Underth…

Can Tencent AI Lab's O1 Models Streamline Reasoning and Boost Efficiency?

This episode analyzes the study "On the Overthinking of o1-Like Models" conducted by researchers Xingyu Chen, Jiahao Xu, Tian Liang, Zhiwei He, Jianhui Pang, Dian Yu, Linfeng Song, Qiuzhi Liu, Mengfei Zhou, Zhuosheng Zhang, Rui Wang, Zhaopeng Tu, Haitao Mi, and Dong Yu from Tencent AI Lab and Shang…

Bottom-up Policy Optimization: Your Language Model Policy Secretly Contains Internal Policies

🤗 Upvotes: 49 | cs.LG, cs.AI, cs.CL Authors: Yuqiao Tan, Minzheng Wang, Shizhu He, Huanxuan Liao, Chengfeng Zhao, Qiunan Lu, Tian Liang, Jun Zhao, Kang Liu Title: Bottom-up Policy Optimization: Your Language Model Policy Secretly Contains Internal…

From $P(y|x)$ to $P(y)$: Investigating Reinforcement Learning in Pre-train Space

🤗 Upvotes: 23 | cs.LG, cs.AI, cs.CL Authors: Yuqiao Tan, Minzheng Wang, Bo Liu, Zichen Liu, Tian Liang, Shizhu He, Jun Zhao, Kang Liu Title: From $P(y|x)$ to $P(y)$: Investigating Reinforcement Learning in Pre-train Space Arxiv: …

FlashMemory-DeepSeek-V4: Lightning Index Ultra-Long Context via Lookahead Sparse Attention

🤗 Upvotes: 46 | cs.LG, cs.AI Authors: Yan Wang, Qifan Zhang, Jiachen Yu, Tian Liang, Dongyang Ma, Xiang Hu, Zibo Lin, Chunyang Li, Zhichao Wang, Miao Peng, Nuo Chen, Jia Li, Yujiu Yang, Haitao Mi, Dong Yu Title: FlashMemory-DeepSeek-V4: Lightning …

Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling

🤗 Upvotes: 42 | cs.CL, cs.AI Authors: Xiang Hu, Xinyu Wei, Hao Gu, Minshen Zhang, Tian Liang, Huayang Li, Lei Zhu, Yan Wang, Sirui Han, Yushi Bai, Kewei Tu, Haitao Mi, Leo Liang Title: Hierarchical Sparse Attention Done Right: Toward Infinite Cont…