| Pan Lu | https://lupantech.github.io |
| Home | https://lupantech.github.io |
| News | https://lupantech.github.io#News |
| Publications | https://lupantech.github.io#Publications |
| Teaching | https://lupantech.github.io#Teaching |
| Mentorship | https://lupantech.github.io#Mentorship |
| Service | https://lupantech.github.io#Service |
| Awards | https://lupantech.github.io#Awards |
| Contact | https://lupantech.github.io#Contact |
|
| https://scholar.google.com/citations?user=IyucsdQAAAAJ&hl=en |
|
| https://www.semanticscholar.org/author/Pan-Lu/2887562 |
|
| https://github.com/lupantech |
|
| https://www.linkedin.com/in/pan-lu-9308909a/ |
|
| https://twitter.com/lupantech |
| Follow @lupantech | https://twitter.com/lupantech?ref_src=twsrc%5Etfw |
| Stanford NLP Group | https://nlp.stanford.edu/people/ |
| Stanford AI Lab | https://ai.stanford.edu/ |
| James Zou | https://www.james-zou.com/ |
| Yejin Choi | https://yejinc.github.io/ |
| Kai-Wei Chang | http://web.cs.ucla.edu/~kwchang/ |
| Song-Chun Zhu | http://www.stat.ucla.edu/~sczhu/ |
| UCLA Natural Language Processing Group (UCLA NLP) | https://web.cs.ucla.edu/~kwchang/members/ |
| Jianyong Wang | http://dbgroup.cs.tsinghua.edu.cn/wangjy/ |
| Most Influential ICLR Paper Award | https://resources.paperdigest.org/2025/03/most-influential-iclr-papers-2025-03-version/ |
| Most Influential NIPS Paper Award | https://resources.paperdigest.org/2024/09/most-influential-nips-papers-2024-09/ |
| KnowledgeNLP 2025 Workshop Best Paper Award | https://knowledge-nlp.github.io/naacl2025/index.html |
| Amazon PhD Fellowship | https://www.sciencehub.ucla.edu/2023-amazon-fellows/ |
| Bloomberg Data Science Ph.D. Fellowship | https://www.bloomberg.com/company/stories/introducing-the-sixth-cohort-of-bloomberg-data-science-ph-d-fellows-2023-2024/ |
| Qualcomm Innovation Fellowship | https://www.qualcomm.com/research/university-relations/innovation-fellowship/2023-north-america |
| UCLA Dissertation Year Fellowship | https://grad.ucla.edu/funding/financial-aid/funding-for-continuing-students/dissertation-year-fellowship/ |
| AI for Math Fund Grant | https://www.renaissancephilanthropy.org/ai-for-math-fund-projects |
| [AgentFlow] | https://agentflow.stanford.edu/ |
| [LatentMAS] | https://efficient-reasoning.github.io/ |
| [OctoTools] | https://octotools.github.io/ |
| [TaTToo] | https://arxiv.org/abs/2510.06217 |
| [AgentDebug] | https://arxiv.org/abs/2509.25370 |
| [W4S] | https://arxiv.org/abs/2504.04785 |
| [Eubiota] | https://eubiota.ai/ |
| [iSight] | https://arxiv.org/abs/2602.04063 |
| [ScienceQA] | https://scienceqa.github.io/ |
| [SciBench] | https://arxiv.org/abs/2307.10635 |
| [Protein-LLM] | https://www.arxiv.org/abs/2502.17504 |
| [ChemAgent] | https://arxiv.org/abs/2501.06590 |
| [IneqMath] | https://arxiv.org/abs/2506.07927 |
| [MathVista] | https://mathvista.github.io/ |
| [MathVerse] | https://arxiv.org/abs/2403.14624 |
| [PromptPG] | https://promptpg.github.io/ |
| [Inter-GPS] | https://lupantech.github.io/inter-gps/ |
| [IconQA] | https://arxiv.org/abs/2110.13214 |
| [TheoremQA] | https://arxiv.org/abs/2305.12524v1 |
| [DL4Math] | https://arxiv.org/abs/2212.10535 |
| [MATH-AI] | https://mathai2025.github.io/ |
| [STIC] | https://arxiv.org/abs/2405.19716 |
| [LLaMA-Adapter] | https://github.com/OpenGVLab/LLaMA-Adapter |
| [LLaMA-Adapter V2] | https://arxiv.org/abs/2303.16199 |
| [SPHINX-X] | https://arxiv.org/abs/2402.05935 |
| [TextGrad] | https://textgrad.com/ |
| [PromptPG] | https://promptpg.github.io/ |
| LatentMAS | https://huggingface.co/papers/2511.20639 |
| ICML 2026 | https://icml.cc/Conferences/2026 |
| ICML 2026 | https://icml.cc/Conferences/2026 |
| OctoTools | https://octotools.github.io/ |
| ACL 2026 | https://aclweb.org/acl2026/ |
| Eubiota | https://eubiota.ai/ |
| Eubiota | https://eubiota.ai/ |
| interactive app | https://app.eubiota.ai/chat |
| AgentFlow | https://agentflow.stanford.edu/ |
| ICLR 2026 | https://iclr.cc/Conferences/2026 |
| Nature Human Behaviour | https://www.nature.com/nathumbehav/ |
| ICLR 2026 | https://iclr.cc/Conferences/2026 |
| ACL 2026 | https://2026.aclweb.org/ |
| Effective Reasoning Workshop | https://efficient-reasoning.github.io/ |
| https://mathai2025.github.io/ |
| NeurIPS 2025 | https://nips.cc/Conferences/2025 |
| LatentMAS | https://huggingface.co/papers/2511.20639 |
| Preprint | https://arxiv.org/abs/2511.20639 |
| AgentFlow | https://agentflow.stanford.edu/ |
| Preprint | https://arxiv.org/abs/2510.05592 |
| World's Top 2% Scientists | https://topscinet.com/scientist_profile/Lu,%20Pan/2017/?stype=single_year |
| IneqMath | https://ineqmath.github.io/ |
| NeurIPS 2025 | https://nips.cc/Conferences/2025 |
| AI for Math Fund Grant Award | https://www.renaissancephilanthropy.org/ai-for-math-fund-projects |
| MATH-AI | https://mathai2025.github.io/ |
| NeurIPS 2025 | https://nips.cc/Conferences/2025 |
| Multimodal Mathematical Reasoning | https://cvpr2025mutimodalmathreasoning.github.io/MM_math_reasoning/ |
| CVPR 2025 | https://cvpr.thecvf.com/ |
| Preprint | https://arxiv.org/abs/2506.07927 |
| MathVista | https://octotools.github.io/ |
| 🏆 Most Influential ICLR Paper | https://resources.paperdigest.org/2025/03/most-influential-iclr-papers-2025-03-version/ |
| OctoTools | https://octotools.github.io/ |
| KnowledgeNLP Workshop | https://knowledge-nlp.github.io/naacl2025/index.html |
| EMNLP 2025 | https://2025.emnlp.org/ |
| NeurIPS 2025 | https://nips.cc/Conferences/2025 |
| TextGrad | https://textgrad.com/ |
| Nature | https://www.nature.com/articles/s41586-025-08661-4 |
| OctoTools | https://octotools.github.io/ |
| Preprint | https://arxiv.org/abs/2502.11271 |
| ICLR 2025 | https://iclr.cc/Conferences/2025 |
| 4th MATH-AI | https://mathai2024.github.io/ |
| NeurIPS 2024 | https://neurips.cc/Conferences/2024 |
| NeurPIS 2024 | https://neurips.cc/Conferences/2024 |
| NeurIPS 2022 | https://arxiv.org/abs/2209.09513 |
| Most Influential NIPS Papers | https://www.paperdigest.org/2024/09/most-influential-nips-papers-2024-09/ |
| NeurPIS 2024 | https://neurips.cc/Conferences/2024 |
| EMNLP 2024 | https://2024.emnlp.org/ |
| ECCV 2024 | https://eccv2024.ecva.net/Conferences/2024 |
| Preprint | https://arxiv.org/abs/2406.13444 |
| Preprint | https://arxiv.org/abs/2406.09411 |
| Preprint | https://arxiv.org/abs/2405.19716 |
| Bloomberg Data Science Ph.D. Fellowship | https://www.bloomberg.com/company/stories/introducing-the-sixth-cohort-of-bloomberg-data-science-ph-d-fellows-2023-2024/ |
| ACL 2024 | https://2024.aclweb.org/ |
| ICML 2024 | https://icml.cc/Conferences/2024 |
| AI for Math | https://sites.google.com/view/ai4mathworkshopicml2024 |
| ICML 2024 | https://icml.cc/Conferences/2024 |
| Preprint | https://arxiv.org/abs/2403.14624 |
| Preprint | https://arxiv.org/abs/2402.17644 |
| ICLR 2024 | https://iclr.cc/Conferences/2024 |
| Preprint | https://arxiv.org/abs/2401.04700 |
| ICLR 2024 | https://iclr.cc/Conferences/2024 |
| Preprint | https://arxiv.org/abs/2401.04700 |
| Tool-Augmented VIsion | https://sites.google.com/view/tavi-cvpr24/ |
| CVPR 2024 | https://cvpr.thecvf.com/ |
| NeurIPS 2023 | https://nips.cc/Conferences/2023 |
| Gemini | https://blog.google/technology/ai/google-gemini-ai/?utm_source=twitter&utm_medium=social&utm_campaign=GDMGemini#performance |
| MathVista | https://arxiv.org/abs/2310.02255 |
| UCLA CS | https://www.cs.ucla.edu/phd-student-pan-lu-wins-2023-qualcomm-innovation-fellowship/ |
| Qualcomm Innovation Fellowship | https://www.qualcomm.com/research/university-relations/innovation-fellowship/2023-north-america |
| here | https://arxiv.org/abs/2310.02255 |
| SoCal NLP 2023 | https://socalnlp.github.io/symp23/index.html |
| EMNLP 2023 | https://2023.emnlp.org/ |
| MathVista | https://arxiv.org/abs/2310.02255 |
| NeurIPS 2023 | https://nips.cc/Conferences/2023 |
| SciBench | https://arxiv.org/abs/2307.10635 |
| MATH-AI | https://mathai2023.github.io/ |
| UCLA Dissertation Year Fellowship | https://grad.ucla.edu/funding/financial-aid/funding-for-continuing-students/dissertation-year-fellowship/ |
| [Slides] | https://lupantech.github.io/docs/UCLA_CS263_NLP_Guest Lecture_Pan Lu_2023.05.31.pdf |
| TheoremQA | https://github.com/wenhuchen/TheoremQA |
| Preprint | https://arxiv.org/abs/2305.12524 |
| [Slides] | https://lupantech.github.io/docs/Chameleon_LLM_Pan_Lu_Google_Brain_2023.05.05.pdf |
| LightingAI | https://lightning.ai/ |
| Preprint | https://arxiv.org/abs/2305.01795 |
| LLaMA-Adapter-V2 | https://github.com/OpenGVLab/LLaMA-Adapter |
| Preprint | https://arxiv.org/abs/2304.15010 |
| IJCAI 2023 | https://ijcai-23.org/ |
| Chameleon | https://chameleon-llm.github.io/ |
| Preprint | https://arxiv.org/abs/2304.09842 |
| CVPR 2023 O-DRUM Workshop | https://asu-apg.github.io/odrum/ |
| LLaMA | https://github.com/facebookresearch/llama |
| LLaMA-Adapter | https://github.com/OpenGVLab/LLaMA-Adapter |
| Preprint | https://arxiv.org/abs/2303.16199 |
| PromptPG | https://tabmwp.github.io/ |
| Preprint | https://arxiv.org/abs/2212.10535 |
| AAAI'23 KnowledgeNLP Workshop | https://knowledge-nlp.github.io/aaai2023/publications.html |
| Microsoft Research | https://www.microsoft.com/en-us/research/ |
| PromptPG | https://tabmwp.github.io/ |
| ScienceQA | https://scienceqa.github.io/ |
| MATH-AI | https://mathai2022.github.io/ |
| Highlighted Reviewer | https://iclr.cc/Conferences/2022/Reviewers |
| Allen Institute for AI (AI2) | https://allenai.org/ |
| IconQA | https://iconqa.github.io/ |
| MATHAI4ED | https://mathai4ed.github.io/ |
| ICML 2026, Seoul, South Korea | https://icml.cc/Conferences/2026 |
| COLM 2026, San Francisco, CA | https://colmweb.org/ |
| MLCB 2026 at New York City | https://www.mlcb.org/ |
| NeurIPS 2026 at Sydney, Australia | https://neurips.cc/Conferences/2026 |
| NeurIPS 2026 at Atlanta, Georgia | https://neurips.cc/Conferences/2026 |
| Google Scholar | https://scholar.google.com/citations?user=IyucsdQAAAAJ&hl=en |
|
| https://lupantech.github.io |
| bioRxiv:2602.27708412 | https://www.biorxiv.org/content/10.64898/2026.02.27.708412v1 |
| [Project] | https://eubiota.ai/ |
| [App] | https://app.eubiota.ai/chat |
| [Code] | https://github.com/lupantech/Eubiota |
| [Model] | https://huggingface.co/Eubiota/eubiota-planner-8b |
| [Data] | https://huggingface.co/datasets/Eubiota/microbio-bench |
| [Twitter] | https://x.com/lupantech/status/2028873916966703343 |
| [BibTex] | https://lupantech.github.io/projects/biorxiv26_eubiota/bib.txt |
|
| https://lupantech.github.io |
| ICLR 2026 | https://arxiv.org/abs/2510.05592 |
| [Project] | https://agentflow.stanford.edu/ |
| [Paper] | https://huggingface.co/papers/2510.05592 |
| [Code] | https://github.com/lupantech/AgentFlow |
| [Model] | https://huggingface.co/AgentFlow |
| [Demo] | https://huggingface.co/spaces/AgentFlow/agentflow |
| [YouTube] | https://www.youtube.com/watch?v=kIQbCQIH1SI |
| [Twitter] | https://x.com/lupantech/status/1976016000345919803 |
| [Slack] | https://join.slack.com/t/agentflow-co/shared_invite/zt-3f712xngl-LfxS4gmftAeKvcxR3nSkWQ |
| [BibTex] | https://lupantech.github.io/projects/iclr26_agentflow/bib.txt |
| https://github.com/lupantech/AgentFlow |
|
🏆 Best Paper Runner-up, NeurIPS 2025 ER Workshop
| https://efficient-reasoning.github.io/ |
|
#1 Space of the week on Hugging Face
| https://huggingface.co/spaces?date=2025-W42 |
|
#2 Paper of the day on Hugging Face
| https://huggingface.co/papers/date/2025-10-08 |
|
| https://lupantech.github.io |
| ICML 2026 | https://arxiv.org/abs/2511.20639 |
| [Paper] | https://huggingface.co/papers/2511.20639 |
| [Code] | https://github.com/Gen-Verse/LatentMAS |
| [BibTex] | https://lupantech.github.io/projects/icml26_latentmas/bib.txt |
| https://github.com/Gen-Verse/LatentMAS |
|
#1 Paper of the day on Hugging Face
| https://huggingface.co/papers/date/2025-11-27 |
| ICML 2026 | https://arxiv.org/ |
| [BibTex] | https://lupantech.github.io/projects/icml26_proteor1/bib.txt |
|
| https://lupantech.github.io |
| arXiv:2604.25917 | https://arxiv.org/abs/2604.25917 |
| [Project] | https://recursivemas.github.io/ |
| [arXiv] | https://arxiv.org/abs/2604.25917 |
| [HF Paper] | https://huggingface.co/papers/2604.25917 |
| [Code] | https://github.com/RecursiveMAS/RecursiveMAS |
| [Model] | https://huggingface.co/RecursiveMAS |
| [Twitter] | https://x.com/Jiaru_Zou/status/2049551828296389118 |
| [BibTex] | https://lupantech.github.io/projects/arxiv26_recursivemas/bib.txt |
| https://github.com/RecursiveMAS/RecursiveMAS |
|
#1 Paper of the day on Hugging Face
| https://huggingface.co/papers/date/2026-04-29 |
|
| https://lupantech.github.io |
| ACL 2026 | https://arxiv.org/abs/2502.11271 |
| [Project] | https://octotools.github.io/ |
| [Paper] | https://arxiv.org/abs/2502.11271 |
| [Code] | https://github.com/octotools/octotools |
| [Package] | https://pypi.org/project/octotoolkit/ |
| [Demo] | https://huggingface.co/spaces/OctoTools/octotools |
| [YouTube] | https://www.youtube.com/watch?v=4828sGfx7dk&ab_channel=DiscoverAI |
| [Twitter] | https://x.com/lupantech/status/1892260474320015861 |
| [Slack] | https://join.slack.com/t/octotools/shared_invite/zt-3485ikfas-zMTbFbuodJmET~R6KXHEGw |
| [BibTex] | https://lupantech.github.io/projects/acl26_octotools/bib.txt |
| https://github.com/octotools/octotools |
|
🏆 ACL 2026 Oral (Top 3.4%)
| https://aclweb.org/acl2026/ |
|
🏆 Best Paper Award, NAACL 2025 KnowledgeNLP Workshop
| https://knowledge-nlp.github.io/naacl2025/index.html |
| arXiv:2602.04063 | https://arxiv.org/abs/2602.04063 |
| [Paper] | https://arxiv.org/abs/2602.04063/pdf |
| [Data] | https://huggingface.co/datasets/nirschl-lab/hpa10m |
| [Code] | https://github.com/zhihuanglab/iSight |
| [BibTex] | https://lupantech.github.io/projects/arxiv26_isight/bib.txt |
| ICLR 2026 | https://arxiv.org/abs/2510.06217 |
| [Paper] | https://huggingface.co/papers/2510.06217 |
| [BibTex] | https://lupantech.github.io/projects/iclr26_tattoo/bib.txt |
|
| https://lupantech.github.io |
| arXiv:2512.16301 | https://arxiv.org/abs/2512.16301 |
| [Paper] | https://arxiv.org/abs/2512.16301 |
| [Code] | https://github.com/pat-jj/Awesome-Adaptation-of-Agentic-AI |
| [Coverage] | https://x.com/alex_prompter/status/2002348526341402979 |
| [BibTex] | https://lupantech.github.io/projects/arxiv25_adaptation/bib.txt |
| https://github.com/pat-jj/Awesome-Adaptation-of-Agentic-AI |
|
#2 Paper of the day on Hugging Face
| https://huggingface.co/papers/date/2025-12-19 |
| arXiv:2509.25370 | https://arxiv.org/abs/2509.25370 |
| [Paper] | https://huggingface.co/papers/2509.25370 |
| [Code] | https://github.com/ulab-uiuc/AgentDebug |
| [BibTex] | https://lupantech.github.io/projects/arxiv25_agentdebug/bib.txt |
| 2509.22646 | https://arxiv.org/abs/2509.22646 |
| [Project] | https://deeptracereward.github.io/ |
| [Paper] | https://huggingface.co/papers/2509.22646 |
| [Code] | https://github.com/deeptracereward/deeptracereward |
| [Data] | https://huggingface.co/datasets/DeeptraceReward/RewardData |
| [BibTex] | https://lupantech.github.io/projects/arxiv25_deeptracereward/bib.txt |
| 2506.15882 | https://arxiv.org/abs/2506.15882 |
| [Project] | https://shengliu66.github.io/fractreason/ |
| [Paper] | https://huggingface.co/papers/2506.15882 |
| [Code] | https://github.com/shengliu66/FractionalReason |
| [BibTex] | https://lupantech.github.io/projects/arxiv25_fractional/bib.txt |
|
| https://lupantech.github.io |
| NeurIPS 2025 | https://arxiv.org/abs/2506.07927 |
| [Project] | https://ineqmath.github.io/ |
| [Paper] | https://arxiv.org/abs/2506.07927 |
| [Code] | https://github.com/lupantech/ineqmath |
| [Data] | https://huggingface.co/datasets/AI4Math/IneqMath |
| [Submission] | https://huggingface.co/spaces/AI4Math/IneqMath-Leaderboard |
| [Twitter] | https://x.com/lupantech/status/1932866286427779586 |
| [BibTex] | https://lupantech.github.io/projects/neurips25_ineqmath/bib.txt |
| arXiv:2505.04638 | https://arxiv.org/abs/2505.04638 |
| [Paper] | https://arxiv.org/abs/2505.04638 |
| [BibTex] | https://lupantech.github.io/projects/arxiv25_advancing/bib.txt |
| COLM 2025 | https://arxiv.org/abs/2504.04785 |
| [Paper] | https://arxiv.org/abs/2504.04785 |
| [Code] | https://github.com/fannie1208/W4S |
| [BibTex] | https://lupantech.github.io/projects/colm25_w4s/bib.txt |
|
| https://lupantech.github.io |
| Nature 639, 609–616 (2025) | https://www.nature.com/articles/s41586-025-08661-4 |
| [Project] | https://textgrad.com/ |
| [Paper] | https://www.nature.com/articles/s41586-025-08661-4 |
| [Code] | https://github.com/zou-group/textgrad |
| [YouTube] | https://www.youtube.com/watch?v=Qks4UEsRwl0&ab_channel=DiscoverAI |
| [Documentation] | https://textgrad.readthedocs.io/en/latest/index.html |
| [BibTex] | https://lupantech.github.io/projects/nature25_textgrad/bib.txt |
| https://github.com/zou-group/textgrad |
| EMNLP 2025 (Findings) | https://arxiv.org/abs/2502.17504 |
| [Paper] | https://arxiv.org/abs/2502.17504 |
| [PDF] | https://arxiv.org/pdf/2502.17504.pdf |
| [Tutorial] | https://github.com/Yijia-Xiao/Protein-LLM-Survey |
| [Coverage] | https://x.com/YIJIA_XIAO_/status/1895156151622263034 |
| [BibTex] | https://lupantech.github.io/projects/emnlp25_protein-llm/bib.txt |
| https://github.com/Yijia-Xiao/Protein-LLM-Survey |
| CVPR 2025 | https://arxiv.org/abs/2412.02172 |
| [Project] | https://visco-benchmark.github.io/ |
| [Paper] | https://arxiv.org/abs/2412.02172 |
| [PDF] | https://arxiv.org/pdf/2412.02172.pdf |
| [Code] | https://github.com/PlusLabNLP/VISCO |
| [Data] | https://huggingface.co/datasets/uclanlp/VISCO |
| [BibTex] | https://lupantech.github.io/projects/cvpr25_visco/bib.txt |
| ICLR 2025 | https://arxiv.org/abs/2501.06590 |
| [Paper] | https://arxiv.org/abs/2501.06590 |
| [PDF] | https://arxiv.org/pdf/2501.06590.pdf |
| [Code] | https://github.com/gersteinlab/chemagent |
| [News] | https://www.marktechpost.com/2025/01/17/chemagent-enhancing-large-language-models-for-complex-chemical-reasoning-with-dynamic-memory-frameworks/ |
| [BibTex] | https://lupantech.github.io/projects/iclr25_chemagent/bib.txt |
| ICLR 2025 | https://arxiv.org/abs/2410.08182 |
| [Project] | https://mragbench.github.io/ |
| [Paper] | https://arxiv.org/abs/2410.08182 |
| [PDF] | https://arxiv.org/pdf/2410.08182.pdf |
| [Code] | https://github.com/mragbench/MRAG-Bench |
| [HF Dataset] | https://huggingface.co/datasets/uclanlp/MRAG-Bench |
| [BibTex] | https://lupantech.github.io/projects/iclr25_mrag/bib.txt |
| ICLR 2025 | https://arxiv.org/abs/2409.12959 |
| [Project] | https://mmsearch.github.io |
| [Paper] | https://arxiv.org/abs/2409.12959 |
| [PDF] | https://arxiv.org/pdf/2409.12959.pdf |
| [Hugging Face] | https://huggingface.co/papers/2409.12959 |
| [Code] | https://github.com/CaraJ7/MMSearch |
| [Data] | https://huggingface.co/datasets/CaraJ/MMSearch |
| [BibTex] | https://lupantech.github.io/projects/iclr25_mmsearch/bib.txt |
| https://github.com/CaraJ7/MMSearch |
| ICLR 2025 | https://arxiv.org/abs/2406.09411 |
| [Project] | https://muirbench.github.io/ |
| [Paper] | https://arxiv.org/abs/2406.09411 |
| [PDF] | https://arxiv.org/pdf/2406.09411.pdf |
| [Hugging Face] | https://huggingface.co/papers/2406.09411 |
| [Code] | https://github.com/muirbench/MuirBench |
| [Data] | https://huggingface.co/datasets/MUIRBENCH/MUIRBENCH |
| [Twitter] | https://x.com/lupantech/status/1806021467836186911 |
| [BibTex] | https://lupantech.github.io/projects/iclr25_muirbench/bib.txt |
|
| https://lupantech.github.io |
| NeurIPS 2024 | https://neurips.cc/Conferences/2024 |
| [Project] | https://stic-lvlm.github.io/ |
| [Paper] | https://arxiv.org/abs/2405.19716 |
| [PDF] | https://arxiv.org/pdf/2405.19716.pdf |
| [Hugging Face] | https://huggingface.co/STIC-LVLM |
| [Code] | https://github.com/yihedeng9/STIC |
| [Model] | https://huggingface.co/collections/STIC-LVLM/stic-models-6658e7cdfac70f94c2a38af1 |
| [Data] | https://huggingface.co/collections/STIC-LVLM/stic-data-6658e7f93aa5d4bb34ef140b |
| [BibTex] | https://lupantech.github.io/bibs/neurips24_stic.txt |
| EMNLP 2024 | https://arxiv.org/abs/2401.04700 |
| [Paper] | https://arxiv.org/abs/2401.04700 |
| [PDF] | https://arxiv.org/pdf/2401.04700.pdf |
| [Code] | https://github.com/JasonForJoy/Model-Editing-Hurt |
| [Twitter] | https://twitter.com/JasonForJoy/status/1744932437006885060 |
| [BibTex] | https://lupantech.github.io/bibs/emnlp24_modelediting.txt |
| EMNLP 2024 (Findings) | https://arxiv.org/abs/2406.13444 |
| [Project] | https://shirley-wu.github.io/vdebugger/ |
| [Paper] | https://arxiv.org/abs/2406.13444 |
| [PDF] | https://arxiv.org/pdf/2406.13444.pdf |
| [Code] | https://github.com/shirley-wu/vdebugger/ |
| [Model] | https://huggingface.co/VDebugger |
| [Data] | https://huggingface.co/VDebugger |
| [Twitter] | https://x.com/lupantech/status/1805396589785268557 |
| [BibTex] | https://lupantech.github.io/bibs/emnlp24_vdebugger.txt |
| EMNLP 2024 (Findings) | https://arxiv.org/abs/2305.01795 |
| [Paper] | https://arxiv.org/abs/2305.01795 |
| [PDF] | https://lupantech.github.io/papers/arxiv23_mpp.pdf |
| [Code] | https://github.com/YujieLu10/TIP |
| [Twitter] | https://twitter.com/yujielu_10/status/1653928324408958977 |
| [Coverage] | https://twitter.com/_akhaliq/status/1653922454933319680 |
| [BibTex] | https://lupantech.github.io/bibs/emnlp24_mpp.txt |
| ECCV 2024 | https://eccv2024.ecva.net/Conferences/2024 |
| [Project] | https://mathverse-cuhk.github.io/ |
| [Paper] | https://arxiv.org/abs/2403.14624 |
| [PDF] | https://arxiv.org/pdf/2403.14624.pdf |
| [Code] | https://github.com/ZrrSkywalker/MathVerse |
| [Data] | https://huggingface.co/datasets/AI4Math/MathVerse |
| [Visualization] | https://mathverse-cuhk.github.io/#visualization |
| [Coverage] | https://twitter.com/_akhaliq/status/1771019526265618889 |
| [Daily Papers] | https://huggingface.co/papers/2403.14624 |
| [BibTex] | https://lupantech.github.io/bibs/arxiv24_mathverse.txt |
| https://github.com/ZrrSkywalker/MathVerse |
| ACL 2024 | https://2024.aclweb.org/ |
| [Project] | https://xxxiaol.github.io/QRData/ |
| [Paper] | https://arxiv.org/abs/2402.17644 |
| [PDF] | https://arxiv.org/pdf/2402.17644.pdf |
| [Code] | https://github.com/xxxiaol/QRData |
| [Data] | https://github.com/xxxiaol/QRData |
| [Twitter] | https://twitter.com/xxxxiaol/status/1763061050868674890 |
| [BibTex] | https://lupantech.github.io/bibs/acl24_qrdata.txt |
| ICML 2024 | https://arxiv.org/abs/2307.10635 |
| [Paper] | https://arxiv.org/abs/2307.10635 |
| [PDF] | https://lupantech.github.io/papers/icml24_scibench.pdf |
| [Code] | https://github.com/mandyyyyii/scibench |
| [Twitter] | https://lupantech.github.io |
| [BibTex] | https://lupantech.github.io/bibs/icml24_scibench.txt |
| https://github.com/mandyyyyii/scibench |
|
Nature News Feature
| https://www.nature.com/articles/d41586-023-03507-3 |
| ICML 2024 | https://arxiv.org/abs/2402.05935 |
| [Paper] | https://arxiv.org/abs/2402.05935 |
| [PDF] | https://arxiv.org/pdf/2402.05935.pdf |
| [Code] | https://github.com/Alpha-VLLM/LLaMA2-Accessory |
| [Doc] | https://llama2-accessory.readthedocs.io/en/latest/ |
| [Hugging Face] | https://huggingface.co/papers/2402.05935 |
| [Twitter] | https://lupantech.github.io |
| [Coverage] | https://twitter.com/_akhaliq/status/1755794618019368978 |
| [BibTex] | https://lupantech.github.io/bibs/icml24_sphinx.txt |
| https://github.com/Alpha-VLLM/LLaMA2-Accessory |
|
| https://mathvista.github.io/ |
| ICLR 2024 | https://arxiv.org/abs/2310.02255 |
| [Project] | https://mathvista.github.io/ |
| [Paper] | https://arxiv.org/abs/2310.02255 |
| [PDF] | https://lupantech.github.io/papers/iclr24_mathvista.pdf |
| [Code] | https://github.com/lupantech/MathVista |
| [Dataset] | https://huggingface.co/datasets/AI4Math/MathVista |
| [Leaderboard] | https://mathvista.github.io/#leaderboard |
| [Visualize] | https://mathvista.github.io/#visualization |
| [Coverage] | https://twitter.com/lupantech/status/1717313355780964608 |
| [BibTex] | https://lupantech.github.io/bibs/iclr24_mathvista.txt |
| https://github.com/lupantech/MathVista |
|
🏆 Most Influential ICLR Papers
| https://resources.paperdigest.org/2025/03/most-influential-iclr-papers-2025-03-version/ |
|
🏆 Oral Presentation (Top 1.2%)
| https://lupantech.github.io |
|
| https://github.com/OpenGVLab/LLaMA-Adapter |
| ICLR 2024 | https://arxiv.org/abs/2303.16199 |
| [Paper] | https://arxiv.org/abs/2303.16199 |
| [PDF] | https://lupantech.github.io/papers/iclr24_llama.pdf |
| [Code] | https://github.com/OpenGVLab/LLaMA-Adapter |
| [Twitter] | https://twitter.com/lupantech/status/1640899600281395200 |
| [Coverage] | https://twitter.com/_akhaliq/status/1640884275439628288 |
| [BibTex] | https://lupantech.github.io/bibs/iclr24_llama.txt |
| https://github.com/OpenGVLab/LLaMA-Adapter |
|
LightningAI Blog Feature
| https://lightning.ai/pages/community/article/understanding-llama-adapters/ |
|
| https://chameleon-llm.github.io/ |
| NeurIPS 2023 | https://arxiv.org/abs/2304.09842 |
| [Project] | https://chameleon-llm.github.io/ |
| [Paper] | https://arxiv.org/abs/2304.09842 |
| [PDF] | https://lupantech.github.io/papers/neurips23_chameleon.pdf |
| [Code] | https://github.com/lupantech/chameleon-llm |
| [Twitter] | https://twitter.com/lupantech/status/1648879085115052033 |
| [Coverage] | https://twitter.com/_akhaliq/status/1648851856930533378 |
| [BibTex] | https://lupantech.github.io/bibs/neurips23_chameleon.txt |
| https://github.com/lupantech/chameleon-llm |
|
🏆 Best Weekly AI Paper
| https://alphasignalai.beehiiv.com/p/weeks-top-5-ai-papers?utm_source=alphasignalai.beehiiv.com&utm_medium=newsletter&utm_campaign=this-week-s-top-5-ai-papers |
|
Awesome NeurIPS 2023 Papers
| https://github.com/jacobmarks/awesome-neurips-2023/tree/main |
|
NeurIPS 2023 Top 10 Multimodal ML Papers
| https://medium.com/voxel51/neurips-2023-survival-guide-2f957d5b07c9 |
| [Project] | https://chats-lab.github.io/KokoMind/ |
| [Code] | https://github.com/CHATS-lab/KokoMind/tree/main |
| [Twitter] | https://twitter.com/lupantech/status/1676708418697203713 |
| [Twitter] | https://twitter.com/shi_weiyan/status/1676697071674601473 |
| [BibTex] | https://lupantech.github.io/bibs/kokomind2023.txt |
| https://github.com/CHATS-lab/KokoMind/tree/main |
| EMNLP 2023 | https://2023.emnlp.org/ |
| [Paper] | https://arxiv.org/abs/2305.12524 |
| [PDF] | https://lupantech.github.io/papers/emnlp23_theoremqa.pdf |
| [Code] | https://github.com/wenhuchen/TheoremQA |
| [Twitter] | https://twitter.com/WenhuChen/status/1660832837715611648 |
| [BibTex] | https://lupantech.github.io/bibs/emnlp23_theoremqa.txt |
| https://github.com/wenhuchen/TheoremQA |
|
| https://github.com/OpenGVLab/LLaMA-Adapter |
| arXiv:2304.15010 | https://arxiv.org/abs/2304.15010 |
| [Paper] | https://arxiv.org/abs/2304.15010 |
| [PDF] | https://lupantech.github.io/papers/arxiv23_llamav2.pdf |
| [Code] | https://github.com/OpenGVLab/LLaMA-Adapter |
| [Gradio] | http://llama-adapter.opengvlab.com/ |
| [Gradio-Multimodal] | http://imagebind-llm.opengvlab.com/ |
| [Twitter] | https://twitter.com/lupantech/status/1652022897563795456 |
| [YouTube] | https://www.youtube.com/watch?v=GAJyWkkSd8M&ab_channel=BruinTech |
| [BibTex] | https://lupantech.github.io/bibs/arxiv23_llamav2.txt |
| https://github.com/OpenGVLab/LLaMA-Adapter |
|
| https://github.com/lupantech/dl4math |
| ACL 2023 | https://arxiv.org/abs/2212.10535 |
| [Paper] | https://arxiv.org/abs/2212.10535 |
| [PDF] | https://lupantech.github.io/papers/acl23_dl4math.pdf |
| [Code] | https://github.com/lupantech/dl4math |
| [Poster] | https://lupantech.github.io/posters/acl23_dl4math.pdf |
| [Twitter] | https://twitter.com/lupantech/status/1605400505697841155 |
| [Coverage] | https://twitter.com/papers_daily/status/1607232372289724416 |
| [BibTex] | https://lupantech.github.io/bibs/acl23_dl4math.txt |
| https://github.com/lupantech/dl4math |
|
🏆 Most Influential ArXiv (Artificial Intelligence) Papers
| https://resources.paperdigest.org/2025/03/most-influential-arxiv-artificial-intelligence-papers-2025-03-version// |
|
| https://promptpg.github.io/ |
| ICLR 2023 | https://arxiv.org/abs/2209.14610 |
| [Paper] | https://arxiv.org/abs/2209.14610 |
| [PDF] | https://lupantech.github.io/papers/iclr23_promptpg.pdf |
| [Project] | https://promptpg.github.io/ |
| [Data] | https://drive.google.com/drive/folders/1IYgGrY9agwF_qQlh4WNRG_4WF_ggTkvG?usp=sharing |
| [Code] | https://github.com/lupantech/PromptPG |
| [Explore] | https://promptpg.github.io/explore.html |
|
[Leaderboard] | https://promptpg.github.io/leaderboard.html |
| [Twitter] | https://twitter.com/lupantech/status/1623039527026831361 |
| [BibTex] | https://lupantech.github.io/bibs/iclr23_promptpg.txt |
| https://github.com/lupantech/PromptPG |
|
| https://scienceqa.github.io/ |
| NeurIPS 2022 | https://nips.cc/ |
| [Paper] | https://arxiv.org/abs/2209.09513 |
| [PDF] | https://lupantech.github.io/papers/neurips22_scienceqa.pdf |
| [Project] | https://scienceqa.github.io/ |
|
[Data] | https://drive.google.com/drive/u/1/folders/1w8imCXWYn2LxajmGeGH_g5DaL2rabHev |
| [Huggingface] | https://huggingface.co/datasets/derek-thomas/ScienceQA |
| [Code] | https://github.com/lupantech/ScienceQA |
| [Explore] | https://scienceqa.github.io/explore.html |
|
[Leaderboard] | https://scienceqa.github.io/leaderboard.html |
| [Twitter] | https://twitter.com/lupantech/status/1570828580346802178 |
| [BibTex] | https://lupantech.github.io/bibs/neurips22_scienceqa.txt |
| https://github.com/lupantech/ScienceQA |
|
🏆 Most Influential NIPS Papers
| https://resources.paperdigest.org/2024/09/most-influential-nips-papers-2024-09/ |
| EMNLP 2022 | https://2022.emnlp.org/ |
| [Paper] | https://arxiv.org/abs/2210.17517 |
| [PDF] | https://arxiv.org/pdf/2210.17517.pdf |
| [Project] | https://lila.apps.allenai.org/ |
| [Data] | https://github.com/allenai/Lila |
| [Code] | https://github.com/allenai/Lila |
|
[Huggingface] | https://huggingface.co/allenai/bhaskara |
| [BibTex] | https://lupantech.github.io/bibs/emnlp22_lila.txt |
| EMNLP 2022 | https://2022.emnlp.org/ |
| [Paper] | https://arxiv.org/abs/2212.02746 |
| [PDF] | https://lupantech.github.io/papers/emnlp22_unigeo.pdf |
| [Code] | https://github.com/chen-judge/UniGeo |
| [BibTex] | https://lupantech.github.io/bibs/emnlp22_unigeo.txt |
| SIGDIAL 2022 | https://2022.sigdial.org/ |
| [Paper] | https://arxiv.org/abs/2103.07011 |
| [PDF] | https://lupantech.github.io/papers/sigdial22_mind.pdf |
| [BibTex] | https://lupantech.github.io/bibs/sigdial22_mind.txt |
| AAAI 2022 | https://aaai.org/Conferences/AAAI-22/ |
| [Paper] | https://arxiv.org/abs/2112.06113 |
| [PDF] | https://arxiv.org/pdf/2112.06113.pdf |
| [Code] | https://github.com/yizhouzhao/Tangram |
| [BibTex] | https://lupantech.github.io/bibs/aaai22_tangram.txt |
| AAAI 2022 | https://aaai.org/Conferences/AAAI-22/ |
| [Paper] | https://arxiv.org/abs/2112.06346 |
| [PDF] | https://lupantech.github.io/papers/aaai22_valuenet.pdf |
| [Project] | https://liang-qiu.github.io/ValueNet/ |
| [BibTex] | https://lupantech.github.io/bibs/aaai22_valuenet.txt |
| NeurIPS 2021 | https://nips.cc/Conferences/2021 |
| [Paper] | https://arxiv.org/abs/2110.13214 |
| [PDF] | https://lupantech.github.io/papers/neurips21_iconqa.pdf |
| [Project] | https://iconqa.github.io/ |
| [Code] | https://github.com/lupantech/IconQA |
| [BibTex] | https://lupantech.github.io/bibs/neurips21_iconqa.txt |
|
| https://lupantech.github.io/inter-gps/ |
| ACL 2021 | https://2021.aclweb.org/ |
| [Paper] | https://aclanthology.org/2021.acl-long.528/ |
| [PDF] | https://lupantech.github.io/papers/acl21_intergps.pdf |
| [Project] | https://lupantech.github.io/inter-gps/ |
| [Code] | https://github.com/lupantech/InterGPS |
| [BibTex] | https://lupantech.github.io/bibs/acl21_gps.txt |
| https://github.com/lupantech/InterGPS |
| ACL 2021 | https://2021.aclweb.org/ |
| [Paper] | https://arxiv.org/abs/2106.01006 |
| [PDF] | https://lupantech.github.io/papers/acl21_soc.pdf |
| [BibTex] | https://lupantech.github.io/bibs/acl21_soc.txt |
| AAAI 2020 | https://aaai.org/Conferences/AAAI-20/ |
| [Paper] | https://ojs.aaai.org/index.php/AAAI/article/view/6503 |
| [PDF] | https://lupantech.github.io/papers/aaai20_caption.pdf |
| [BibTex] | https://lupantech.github.io/bibs/aaai20_caption.txt |
| IJCAI 2019 | https://ijcai19.org/ |
| [Paper] | https://lupantech.github.io/papers/ijcai19_matching.pdf |
| [BibTex] | https://lupantech.github.io/bibs/ijcai19_matching.txt |
| CVPR 2019 | http://cvpr2019.thecvf.com/ |
| [Paper] | https://lupantech.github.io/papers/cvpr19_dynamicvqa.pdf |
|
[Code] | https://github.com/bupt-cist/DFAF-for-VQA.pytorch |
| [BibTex] | https://lupantech.github.io/bibs/cvpr19_dynamicvqa.txt |
| ICDE 2019 | http://conferences.cis.umac.mo/icde2019/ |
| [Paper] | https://lupantech.github.io/papers/icde19_knowledge.pdf |
| [BibTex] | https://lupantech.github.io/bibs/icde19_knowledge.txt |
| ECCV 2018 | https://eccv2018.org/ |
| [Paper] | https://lupantech.github.io/papers/eccv18_hybridvqa.pdf |
| [BibTex] | https://lupantech.github.io/bibs/eccv18_hybridvqa.txt |
| SIGKDD 2018 | https://www.kdd.org/kdd2018/ |
| [Paper] | https://lupantech.github.io/papers/kdd18_rvqa.pdf |
| [Data] | https://github.com/lupantech/rvqa |
| [Video] | https://www.youtube.com/watch?v=OQoqpRuY4L4 |
| [BibTex] | https://lupantech.github.io/bibs/kdd18_rvqa.txt |
| AAAI 2018 | https://aaai.org/Conferences/AAAI-18/ |
| [Paper] | https://lupantech.github.io/papers/aaa18_dualvqa.pdf |
| [Code] | https://github.com/lupantech/dual-mfa-vqa |
| [BibTex] | https://lupantech.github.io/bibs/aaa18_dualvqa.txt |
| [Website] | https://courses.engineering.ucsc.edu/courses/cse244c |
| [Website] | https://ayushkhaitanrutgers.github.io/seminar.html |
| [Website] | https://khhuang.me/CSCE638-S25/ |
| [Slides] | https://lupantech.github.io/docs/UCLA CS263 NLP_Guest Lecture_Pan Lu_2023.05.31.pdf |
| [Slides] | https://lupantech.github.io |
| Yuru Jiang | https://x.com/yuru_jiang |
| Yiwei Yang | https://yanyiwei.github.io/ |
| Rubin Zou | https://scholar.google.com/citations?user=GzLTey4AAAAJ&hl=en |
| Qixin Xu | https://scholar.google.com/citations?user=AvbV0HcAAAAJ&hl=en |
| Haoxiang Zhang | https://isaacghx.github.io/about/ |
| Zhuofeng Li | https://zhuofeng-li.github.io/ |
| Jiayi Sheng | https://jiayi-sheng.com/ |
| Jinji Kai | https://jkjin.com/ |
| Luna Lyu | https://lupantech.github.io#Students |
| Bingxuan Li | https://bingxuanli.com/ |
| Kunlun Zhu | https://kunlun-zhu.github.io/ |
| Songyan (Silas) Zhao | https://silaszhao.github.io/ |
| Xueqing Wu | https://shirley-wu.github.io/ |
| Wenbo (Gordon) Hu | https://gordonhu608.github.io/ |
| Bryan Zhou | https://yu-bryan-zhou.github.io/ |
| Tony Xia | https://scholar.google.com/citations?user=ebx3ZKIAAAAJ&hl=en |
| Shibiao Jiang | https://lupantech.github.io |
| Johnson Zhou | https://www.linkedin.com/in/zqs-johnson/ |
| New England NLP Meeting (NENLP) 2025 | https://nenlp.github.io/spr2025/ |
| The 4th Southern California Natural Language Symposium (SoCal NLP) | https://socalnlp.github.io/symp23/index.html |
| MATH-AI: The 5th Workshop on Mathematical Reasoning and AI | https://mathai2025.github.io/ |
| Multimodal Mathematical Reasoning | https://cvpr2025mutimodalmathreasoning.github.io/MM_math_reasoning/ |
| MATH-AI: The 4th Workshop on Mathematical Reasoning and AI | https://mathai2024.github.io/ |
| AI for Math | https://sites.google.com/view/ai4mathworkshopicml2024 |
| Tool-Augmented VIsion (TAVI) | https://sites.google.com/view/tavi-cvpr24/ |
| MATH-AI: The 3rd Workshop on Mathematical Reasoning and AI | https://mathai2023.github.io/ |
| Deep Learning in Mathematical Reasoning: Recent Advances and Beyond | https://ijcai-23.org/ |
| MATH-AI: Toward Human-Level Mathematical Reasoning | https://mathai2022.github.io/ |
| Math AI for Education: Bridging
the Gap Between Research and Smart Education | https://mathai4ed.github.io/ |
| Nature Human Behaviour | https://www.nature.com/nathumbehav/ |
| Journal of Machine Learning Research | https://www.jmlr.org/ |
| IEEE Transactions on Pattern Analysis and Machine Intelligence | https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=34 |
| International Journal of Computer Vision | https://www.springer.com/journal/11263/ |
| Expert Systems With Applications | https://www.sciencedirect.com/journal/expert-systems-with-applications |
| IEEE/CAA JAS | http://www.ieee-jas.org/ |
| AAS | http://www.aas.net.cn/CN/volumn/current.shtml |
| AI For Math Fund, Renaissance Philanthropy Foundation | https://www.renaissancephilanthropy.org/ai-for-math-fund |
| [Link] | https://hai.stanford.edu/research/grant-programs/seed-research-grants |
| [Link] | https://www.renaissancephilanthropy.org/ai-for-math-fund-projects |
| [Link] | https://www.thinkingaboutthinking.org/fellowship |
| [Bloomberg] | https://www.bloomberg.com/company/stories/introducing-the-sixth-cohort-of-bloomberg-data-science-ph-d-fellows-2023-2024/ |
| [UCLA Engineering] | https://samueli.ucla.edu/ucla-samueli-in-the-news |
| [UCLA CS] | https://www.cs.ucla.edu/cs-ph-d-pan-lu-awarded-bloomberg-data-science-ph-d-fellowship/ |
| [Qualcomm] | https://www.qualcomm.com/research/university-relations/innovation-fellowship/2023-north-america |
| [UCLA CS] | https://www.cs.ucla.edu/phd-student-pan-lu-wins-2023-qualcomm-innovation-fellowship/ |
| [UCLA/Amazon] | https://www.sciencehub.ucla.edu/2023-amazon-fellows/ |
| [List] | https://resources.paperdigest.org/2025/09/most-influential-iclr-papers-2025-09-version/ |
| [List] | https://www.paperdigest.org/2025/09/most-influential-nips-papers-2025-09-version/ |
| [Link] | https://efficient-reasoning.github.io/ |
| [Link] | https://knowledge-nlp.github.io/naacl2025/index.html |
| [Link] | https://www.kaust.edu.sa/events/rsais26/ |
| [Link] | https://topscinet.com/scientist_profile/Lu,%20Pan/2017/?stype=single_year |
| [Google Scholar]
| https://scholar.google.com/citations?user=IyucsdQAAAAJ&hl=en |
| [Semantic Scholar] | https://www.semanticscholar.org/author/Pan-Lu/2887562 |
| [GitHub] | https://github.com/lupantech |
| [LinkedIn] | https://www.linkedin.com/in/pan-lu-9308909a/ |