Pre-filter and crystallize research directions before running the full idea-pipeline. Narrows broad interests into 1-3 concrete, well-scoped ideas through constraint-driven exploration, direction deep-dive, and idea crystallization. Use when user says "filter ideas", "narrow directions", "选方向", "筛方向", "锁题", "帮我定个方向", "what should I work on", or wants to go from vague research interests to a focused, pipeline-ready idea.
Write Broader Impact sections for NeurIPS and other venues following Prof. Bingsheng He's (NUS) framework. Covers benefits, risks, uncertainties, and tractable/neglected/significant impacts. Use when writing impact or ethics sections.
Help find good research ideas and navigate early PhD years following Prof. Bingsheng He's (NUS) PhD Survival Guide. Covers the Year 1 checklist (10 activities), reading strategies, mentorship, research ideation, and building good habits.
Help prepare academic presentations, slides, and posters following Prof. Bingsheng He's (NUS) guidelines. Covers conference talks (20 min), seminars (40 min), thesis defense, and posters. Use when preparing any academic presentation.
Write a conference paper rebuttal following Prof. Bingsheng He's (NUS) proven rebuttal strategies. Analyzes reviews, categorizes concerns, drafts structured responses with evidence, and prepares confidential comments to SPC/AC. Use after receiving paper reviews.
Review a research paper draft as Prof. Bingsheng He (NUS) would. Applies his paper quality checklist, 5-figure rule, structure guidelines, and 28-point pre-submission checklist. Use when you want to review a paper before submission.
Guide writing of Qualifying Exam (QE) reports, Thesis Proposals (TP), and Final Theses following Prof. Bingsheng He's (NUS) guidelines and real exemplars. Covers structure, conversion from papers, plagiarism, and defense preparation.
Generate and rank research ideas given a broad direction. Brainstorms 8-12 ideas via external LLM, filters by feasibility, novelty, impact, and Prof. He's 4-dimension framework. Use when user says "找idea", "brainstorm ideas", "generate research ideas", "想点子", "what can we work on", or wants to explore a research area for publishable directions.