High-Dimensional Interlingual Representations of Large Language Models

Authors: Wilie, Bryan, Cahyawijaya, Samuel, He, Junxian, Fung, Pascale

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2503.11280

Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas

Authors: Chen, Shiqi, Zhu, Tongyao, Zhou, Ruochen, Zhang, Jinghan, Gao, Siyang, Niebles, Juan Carlos, Geva, Mor, He, Junxian, Wu, Jiajun, Li, Manling

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2503.01773

Predictive Data Selection: The Data That Predicts Is the Data That Teaches

Authors: Shum, Kashun, Huang, Yuzhen, Zou, Hongjian, Ding, Qi, Liao, Yixuan, Chen, Xiaoxin, Liu, Qian, He, Junxian

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2503.00808

CodeI/O: Condensing Reasoning Patterns via Code Input-Output Prediction

Authors: Li, Junlong, Guo, Daya, Yang, Dejian, Xu, Runxin, Wu, Yu, He, Junxian

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2502.07316

OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis

Authors: Sun, Qiushi, Cheng, Kanzhi, Ding, Zichen, Jin, Chuanyang, Wang, Yian, Xu, Fangzhi, Wu, Zhenyu, Jia, Chengyou, Chen, Liheng, Liu, Zhoumianze, Kao, Ben, Li, Guohao, He, Junxian, Qiao, Yu, Wu, Zhiyong

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Computation and Language, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Human-Computer Interaction

Access URL: http://arxiv.org/abs/2412.19723

Diving into Self-Evolving Training for Multimodal Reasoning

Authors: Liu, Wei, Li, Junlong, Zhang, Xiwen, Zhou, Fan, Cheng, Yu, He, Junxian

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2412.17451

B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners

Authors: Zeng, Weihao, Huang, Yuzhen, Zhao, Lulu, Wang, Yijun, Shan, Zifei, He, Junxian

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2412.17256

Non-myopic Generation of Language Models for Reasoning and Planning

Authors: Ma, Chang, Zhao, Haiteng, Zhang, Junlei, He, Junxian, Kong, Lingpeng

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2410.17195

Can ChatGPT assist visually impaired people with micro-navigation?

Authors: He, Junxian, Pundlik, Shrinivas, Luo, Gang

Subject Terms: Computer Science - Human-Computer Interaction, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2408.08321

On the Universal Truthfulness Hyperplane Inside LLMs

Authors: Liu, Junteng, Chen, Shiqi, Cheng, Yu, He, Junxian

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2407.08582

Belief Revision: The Adaptability of Large Language Models Reasoning

Authors: Wilie, Bryan, Cahyawijaya, Samuel, Ishii, Etsuko, He, Junxian, Fung, Pascale

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2406.19764

DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving

Authors: Tong, Yuxuan, Zhang, Xiwen, Wang, Rui, Wu, Ruidong, He, Junxian

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2407.13690

IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce

Authors: Ding, Wenxuan, Wang, Weiqi, Kwok, Sze Heng Douglas, Liu, Minghao, Fang, Tianqing, Bai, Jiaxin, Liu, Xin, Yu, Changlong, Li, Zheng, Luo, Chen, Yin, Qingyu, Yin, Bing, He, Junxian, Song, Yangqiu

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2406.10173

Compression Represents Intelligence Linearly

Authors: Huang, Yuzhen, Zhang, Jinghan, Shan, Zifei, He, Junxian

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Information Theory, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2404.09937

In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation

Authors: Chen, Shiqi, Xiong, Miao, Liu, Junteng, Wu, Zhengxuan, Xiao, Teng, Gao, Siyang, He, Junxian

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2403.01548

Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models

Authors: Hu, Zhiyuan, Liu, Chumin, Feng, Xidong, Zhao, Yilun, Ng, See-Kiong, Luu, Anh Tuan, He, Junxian, Koh, Pang Wei, Hooi, Bryan

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2402.03271

AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents

Authors: Ma, Chang, Zhang, Junlei, Zhu, Zhihao, Yang, Cheng, Yang, Yujiu, Jin, Yaohui, Lan, Zhenzhong, Kong, Lingpeng, He, Junxian

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2401.13178

A Configurable On-Chip Spike Encoding Network Based on Dual-Mode Integrate & Fire Neurons

Authors: Zhong, Zhengqing, Tuo, Yunpeng, Wang, Haibing, Wang, Tengxiao, He, Junxian, Chen, Sihao, Tian, Min, Shi, Cong

Source: 2023 IEEE 6th Information Technology,Networking,Electronic and Automation Control Conference (ITNEC) Information Technology,Networking,Electronic and Automation Control Conference (ITNEC), 2023 IEEE 6th. 6:1445-1449 Feb, 2023

Relation: 2023 IEEE 6th Information Technology,Networking,Electronic and Automation Control Conference (ITNEC)

An 8-T Processing-in-Memory SRAM Cell-Based Pixel-Parallel Array Processor for Vision Chips

Authors: Chen, Leyi, He, Junxian, Yu, Jianyi, Wang, Haibing, Lu, Jing, Liu, Liyuan, Wu, Nanjian, Shi, Cong, Min, Tian

Source: 2022 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS) Circuits and Systems (APCCAS), 2022 IEEE Asia Pacific Conference on. :1-5 Nov, 2022

Relation: 2022 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS)

MorphBungee: An Edge Neuromorphic Chip for High-Accuracy On-Chip Learning of Multiple-Layer Spiking Neural Networks

Authors: Wang, Tengxiao, Wang, Haibing, He, Junxian, Zhong, Zhengqing, Tang, Fang, Zhou, Xichuan, Yu, Shuang-Ming, Liu, Liyuan, Wu, Nanjian, Tian, Min, Shi, Cong

Source: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS) Biomedical Circuits and Systems Conference (BioCAS), 2022 IEEE. :255-259 Oct, 2022

Relation: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS)