完整的科研能力是什么呢？代表能发现问题、定义问题、提出解决问题的方法、能形成方法论输出观 点。这并不是简单的读论文，很多同学都错判了这点。 这一年接触到了很多有科研需求的同学，主要有以下几个难题： 老师不熟悉具身方向，需要自己调研； 最快的提升方法则是跟着一个有经验的researcher一起工作，具身智能之心前面推出了1v1科研辅导业务， 也欢迎大家咨询了解。 主要辅导方向 大模型、VLA、VLA+RL、视觉语言导航、端到端、强化学习、Diffusion Policy、sim2real、具身交互、 位姿估计、机器人决策规划、运动规划、3DGS、SLAM、触觉感知、双足/四足机器人、遥控操作、零样 本学习等。 如果您有任意论文发表需求，支持带课题/研究方向咨询，欢迎联系我们， 微信：paperguidance 最近和做人力服务的几个朋友聊天，说到现在市场上有具身领域科研经验的同学都是香饽饽（已经不敢 奢求工业界经验了）。很多同学，还没毕业，就被各类猎头和HR预定了。要求不算很高，那就是"具备 完整的科研能力",能独立完成对应工作。如果缺乏这个，不敢轻易推荐给企业。 提供的服务 论文选题； 论文全流程指导； 不知 ...

Group 1 - The article highlights the expansion of master's and doctoral programs in 2025, particularly in engineering fields like artificial intelligence, with enrollment increases generally exceeding 30% [1] - It discusses the challenges faced by students, including the need for multiple high-quality papers for job applications, uncertainty in graduation timelines, and increasing competition and employment pressures [1][2] Group 2 - The root causes of these challenges are identified as insufficient personal capability and limited attention from advisors, leading to a cycle of dependency on external guidance for high-quality paper publication [2] - The article introduces a paper guidance service that collaborates with top-ranked global educators, boasting a high acceptance rate of 96% for students over the past three years [2] Group 3 - The guidance process is outlined as a comprehensive workflow, including needs assessment, topic selection, experimental design, rigorous analysis, and multiple rounds of feedback [3] - The service aims to address issues such as lack of mentorship, fragmented knowledge, and the need for a systematic understanding of research processes [9] Group 4 - The article emphasizes the benefits of personalized guidance, including real-time interaction with mentors and access to recorded sessions for continuous learning [11] - It also mentions the potential for students to receive recommendations from prestigious institutions and direct job placements in leading tech companies [16]

Core Viewpoint - The article emphasizes the importance of high-quality research papers for students, especially those pursuing master's and doctoral degrees, as a means to enhance their academic and career prospects. It highlights the challenges faced by students in producing quality research due to lack of guidance and the need for professional assistance in the research process [1][5]. Group 1: Challenges Faced by Students - Many students struggle to secure jobs due to average research outcomes and seek to pursue further studies to alleviate employment pressure, but their master's performance significantly influences their doctoral applications [1]. - Students often encounter difficulties in research paper writing, such as topic selection, framework confusion, and weak argumentation, especially when left without proper mentorship [1][9]. Group 2: Services Offered - The company provides professional guidance for research paper writing, including personalized support from experienced mentors, to help students navigate the research process effectively [4][12]. - The structured program includes defining research directions, literature review, experimental design, data collection, drafting, and submission, ensuring a comprehensive approach to research paper development [4][12]. Group 3: Expertise and Success Rate - The company boasts a team of over 300 dedicated instructors specializing in fields like autonomous driving and robotics, with a high acceptance rate of 96% for students they have guided in the past three years [5]. - The instructors are affiliated with top global universities and have published numerous papers in prestigious conferences and journals, ensuring high-quality mentorship [5]. Group 4: Target Audience - The services are tailored for students in computer science and related fields who face challenges such as lack of guidance, need for research experience, or aspirations for academic advancement [10][9]. - The program is suitable for those aiming to publish in high-impact journals or conferences, as well as for students looking to enhance their resumes for further studies or job applications [10][12].

Core Viewpoint - The article emphasizes the importance of high-quality research papers for graduate students, especially those aiming for doctoral programs or competitive job markets, and introduces a professional paper guidance service to assist students in overcoming challenges in research and publication [1][4]. Group 1: Challenges Faced by Students - Many students struggle to secure jobs due to average research outcomes and consider pursuing doctoral studies to alleviate employment pressure [1] - Graduate students often face difficulties in selecting research topics, structuring their papers, and providing strong arguments, leading to unsatisfactory outputs [1] Group 2: Professional Guidance Service - The service, named "Automatic Driving Heart," offers specialized guidance for students in the fields of autonomous driving, embodied intelligence, and robotics, leveraging top academic resources [4][6] - The program has successfully assisted over 400 students in the past three years, achieving a high acceptance rate of 96% for their papers [6] Group 3: Structured Guidance Process - The guidance process is structured over 12 weeks, starting from determining research directions to submitting papers for publication [5] - The service includes personalized mentorship, real-time interaction with tutors, and comprehensive support throughout the research and writing process [14][19] Group 4: Target Audience and Benefits - The service is suitable for graduate students facing a lack of guidance, those seeking to enhance their research skills, and individuals aiming to improve their academic credentials for career advancement [11][12] - Successful participants may receive recommendations to prestigious institutions and direct referrals to leading tech companies [21]

Group 1 - The article announces the recruitment of 10 outstanding partners for the autonomous driving sector, focusing on course development, paper guidance, and hardware research [2] - The main areas of expertise sought include large models, multimodal models, diffusion models, end-to-end systems, embodied interaction, joint prediction, SLAM, 3D object detection, world models, closed-loop simulation, and model deployment and quantization [3] - Candidates are preferred from QS200 universities with a master's degree or higher, especially those with significant contributions to top conferences [4] Group 2 - The compensation package includes resource sharing for job seeking, doctoral recommendations, and study abroad opportunities, along with substantial cash incentives and collaboration on entrepreneurial projects [5] - Interested parties are encouraged to add WeChat for consultation, specifying "organization/company + autonomous driving cooperation inquiry" [6]

Core Insights - The article emphasizes the importance of starting research early in the academic journey to secure resources and achieve results, which can lead to a competitive advantage in academia [1][2] - It highlights the benefits of publishing small papers early, including increased chances of scholarships, preparation for graduation theses, and enhanced research capabilities [4] Research Process - The suggested timeline for research includes: - Week 1: Determine research direction and select three potential topics - Weeks 2-3: Complete literature review and build paper framework - Weeks 4-6: Conduct experimental design and data collection - Weeks 7-8: Complete the first draft - Weeks 9-10: Finalize and polish the draft - Weeks 11-12: Select journals for submission and await acceptance [5] Service Offerings - The company provides personalized paper guidance services, including real-time interaction with mentors, unlimited access to recorded sessions, and 24-hour support [14] - It claims to have a high success rate, with a 96% acceptance rate for students over the past three years [6] Target Audience - The services are aimed at graduate students in computer science who are seeking to enhance their research output, gain experience, and improve their academic profiles for job applications or further studies [13][18]

Core Viewpoint - The article emphasizes the importance of high-quality research papers for graduate students, especially those aiming for doctoral programs or competitive job positions in the tech industry. It highlights the challenges faced by students in producing quality research and offers professional guidance to help them succeed in their academic endeavors [1]. Group 1: Challenges Faced by Students - Many students struggle to secure jobs due to average research outcomes and seek to pursue doctoral studies to alleviate employment pressure [1] - Students often face difficulties in selecting research topics, structuring their papers, and providing strong arguments, leading to delays in producing satisfactory work [1][8] Group 2: Services Offered - The company provides specialized guidance for students in writing research papers, particularly in the fields of autonomous driving, embodied intelligence, and robotics [3][5] - A structured 12-week program is outlined, which includes determining research direction, literature review, experimental design, drafting, and submission processes [4] Group 3: Expertise and Success Rate - The company boasts a team of over 300 dedicated instructors from top global universities, with a high acceptance rate of 96% for students they have guided in the past three years [5] - The service aims to help students build research thinking, familiarize themselves with research processes, and enhance their practical abilities [8][10] Group 4: Target Audience - The services are tailored for graduate students in computer science, those with no guidance from advisors, and individuals seeking to improve their academic credentials for job applications or further studies [9][10] Group 5: Additional Benefits - Outstanding students may receive recommendation letters from prestigious institutions and direct referrals to leading tech companies for internships or job positions [15]

Core Viewpoint - The article discusses the significant increase in the number of PhD students, with a rise of 600,000, while job opportunities have not increased correspondingly. It suggests that the housing allowance for new PhD hires in universities will gradually be phased out by 2025, indicating a trend towards more targeted funding for "achievement subsidies" and "high-level talent subsidies" [1]. Group 1: PhD Employment and Funding Trends - The housing allowance is not being eliminated entirely but will be distributed in a more phased and targeted manner, focusing on "high-quality" disbursement [1]. - The article emphasizes the importance of enhancing research output and competitiveness, suggesting that students should aim to publish in top conferences to secure funding [1]. Group 2: Research Guidance Services - The company "自动驾驶之心" offers comprehensive one-on-one guidance for students, from topic selection to submission and revision, with a high acceptance rate of 96% for their students [1]. - The service aims to address common issues faced by students, such as lack of guidance, fragmented knowledge, and difficulties in research processes [5]. Group 3: Target Audience for Services - The services are tailored for students in computer science who are seeking to improve their research capabilities, gain experience, and enhance their academic profiles for career advancement [10]. - The program is suitable for those who are currently studying or working in artificial intelligence and wish to boost their competitiveness in the job market [10]. Group 4: Service Features and Benefits - The guidance includes personalized mentorship, real-time interaction with tutors, and unlimited access to recorded sessions, catering to various publication goals [9]. - Students can receive recommendations from prestigious institutions and potential job placements in leading companies based on their performance [16].

Group 1 - The article highlights the ongoing expansion of master's and doctoral programs in domestic universities, particularly in engineering fields like autonomous driving and artificial intelligence, with enrollment increases exceeding 30% [1] - It addresses the challenges faced by students, including uncertainty in job prospects, graduation timelines, and publication outcomes, leading to increased competition and pressure [1][2] - The root causes of these challenges are identified as insufficient personal capabilities and limited attention from advisors, creating a cycle that students need to break to achieve high-quality publications [2] Group 2 - A structured approach to research paper writing is proposed, which includes defining needs, selecting topics, designing innovative methods, conducting rigorous experiments, and iterating through feedback [3] - The service offers personalized guidance, real-time interaction with mentors, and comprehensive support from topic selection to publication, catering to various academic goals [9][12] - The program claims a high success rate, with over 400 students receiving guidance and a manuscript acceptance rate of 96% in the past three years [2]

Core Viewpoint - The article emphasizes the importance of high-quality research papers for graduate students, especially those aiming for doctoral programs or competitive job markets, and introduces a professional paper guidance service to assist students in overcoming challenges in research and publication [1][3]. Group 1: Importance of Research Papers - High-quality research papers are essential for graduate students to demonstrate their academic and practical abilities, which are crucial for both job applications and doctoral program admissions [1]. - The article highlights that many students face difficulties in publishing due to lack of guidance and support from their advisors, leading to a need for professional assistance [1][8]. Group 2: Professional Guidance Service - The service, named "Automatic Driving Heart," offers specialized guidance in writing research papers, particularly in the fields of autonomous driving, embodied intelligence, and robotics [3][5]. - The program has a high success rate, with a 96% acceptance rate for students who received guidance, indicating its effectiveness in helping students publish their work [5]. Group 3: Structured Guidance Process - The guidance process is structured over 12 weeks, starting from selecting research topics to submitting papers for publication, ensuring a comprehensive approach to research development [4]. - The service includes personalized mentorship from experienced instructors, real-time interaction, and support throughout the research and writing process [10][12]. Group 4: Target Audience - The service is designed for graduate students who are struggling with research due to lack of direction, those seeking to enhance their academic credentials, and individuals aiming for career advancement in the AI field [8][9]. - It caters to students at various levels, including those with no prior research experience, by providing foundational courses and tailored mentorship [14].