---
title: "Eric P. Xing — all works — Elamur Research"
description: "All 79 works of Eric P. Xing in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/eric-p-xing/works/"
---
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# Eric P. Xing — all works

79 works · [← Eric P. Xing](https://md.research.elamur.ai/free/en/authors/eric-p-xing/)

1. **[Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena](https://md.research.elamur.ai/free/en/papers/zheng-2023-judging-llm-judge-mt-bench/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Lianmin Zheng, Wei-Lin Chiang, Ying Sheng, et al.*2023 · 4,573 citations*
2. **[Mixed Membership Stochastic Blockmodels. ↗](https://www.ncbi.nlm.nih.gov/pmc/articles/3119541) PubMed · no summary yet**Edoardo M. Airoldi et al.*2008 · 810 citations*
3. **[Harnessing Deep Neural Networks with Logic Rules](https://md.research.elamur.ai/free/en/papers/hu-2016-harnessing-deep-neural-networks-logic/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Zhiting Hu, Xuezhe Ma, Zhengzhong Liu, et al.*2016 · 627 citations*
4. [**Toward Controlled Generation of Text arXiv:1703.00955**Zhiting Hu, Zichao Yang, Xiaodan Liang, et al.*2017 · 537 citations*](https://md.research.elamur.ai/free/en/papers/hu-2017-toward-controlled-generation-text/)
5. **[On the Automatic Generation of Medical Imaging Reports](https://md.research.elamur.ai/free/en/papers/jing-2018-automatic-generation-medical-imaging-reports/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Baoyu Jing, Pengtao Xie, Eric Xing*2018 · 484 citations*
6. **[Rethinking Knowledge Graph Propagation for Zero-Shot Learning ↗](https://doi.org/10.1109/cvpr.2019.01175) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Michael Kampffmeyer et al.*2019 · 355 citations*
7. **[RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/deng-2022-rlprompt-optimizing-discrete-text-prompts/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Mingkai Deng, Jianyu Wang, Cheng-Ping Hsieh, et al.*2022 · 338 citations*
8. **[Knowledge-Driven Encode, Retrieve, Paraphrase for Medical Image Report Generation ↗](https://doi.org/10.1609/aaai.v33i01.33016666) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Christy Y. Li et al.*2019 · 331 citations*
9. **[Deep Variation-Structured Reinforcement Learning for Visual Relationship and Attribute Detection ↗](https://doi.org/10.1109/cvpr.2017.469) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Xiaodan Liang, Lisa Lee, Eric P. Xing*2017 · 249 citations*
10. [**LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset arXiv:2309.11998**Lianmin Zheng, Wei-Lin Chiang, Ying Sheng, et al.*2023 · 242 citations*](https://md.research.elamur.ai/free/en/papers/zheng-2023-lmsys-chat-1m-large-scale/)
11. **[MedLDA ↗](https://doi.org/10.1145/1553374.1553535) International Conference on Machine Learning · no summary yet**Jun Zhu, Amr AbdelFatah Ahmed, Eric P. Xing*2009 · 232 citations*
12. **[GLaMM: Pixel Grounding Large Multimodal Model ↗](https://doi.org/10.1109/cvpr52733.2024.01236) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Hanoona Rasheed et al.*2024 · 226 citations*
13. **[GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical Reasoning](https://md.research.elamur.ai/free/en/papers/chen-2021-geoqa-geometric-question-answering-benchmark/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Jiaqi Chen, Jianheng Tang, Jinghui Qin, et al.*2021 · 184 citations*
14. **[Dynamic mixed membership blockmodel for evolving networks ↗](https://doi.org/10.1145/1553374.1553416) International Conference on Machine Learning · no summary yet**Wenjie Fu, Le Song, Eric P. Xing*2009 · 174 citations*
15. **[Target-Guided Open-Domain Conversation](https://md.research.elamur.ai/free/en/papers/tang-2019-target-guided-open-domain-conversation/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jianheng Tang, Tiancheng Zhao, Chenyan Xiong, et al.*2019 · 166 citations*
16. [**Unsupervised Text Style Transfer using Language Models as Discriminators arXiv:1805.11749**Zichao Yang, Zhiting Hu, Chris Dyer, et al.*2018 · 161 citations*](https://md.research.elamur.ai/free/en/papers/yang-2018-unsupervised-text-style-transfer-using/)
17. **[Adversarial Connective-exploiting Networks for Implicit Discourse Relation Classification](https://md.research.elamur.ai/free/en/papers/qin-2017-adversarial-connective-exploiting-networks-implicit/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Lianhui Qin, Zhisong Zhang, Hai Zhao, et al.*2017 · 145 citations*
18. **[A Neural Architecture for Automated ICD Coding ↗](https://aclanthology.org/P18-1098/) Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Pengtao Xie, Eric Xing*2018 · 142 citations*
19. **[A Latent Variable Model for Geographic Lexical Variation](https://md.research.elamur.ai/free/en/papers/eisenstein-2010-latent-variable-model-geographic-lexical/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Jacob Eisenstein, Brendan O'Connor, Noah A. Smith, et al.*2010 · 110 citations*
20. **[Self-Training for Jointly Learning to Ask and Answer Questions ↗](https://aclanthology.org/N18-1058/) Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers) · no summary yet**Mrinmaya Sachan, Eric Xing*2018 · 107 citations*
21. **[Mixed Membership Stochastic Block Models for Relational Data with Application to Protein-Protein Interactions ↗](https://openalex.org/W327576307) no summary yet**Edoardo M. Airoldi et al.*2006 · 107 citations*
22. **[Progressive Generation of Long Text with Pretrained Language Models ↗](https://aclanthology.org/2021.naacl-main.341/) Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Bowen Tan et al.*2021 · 105 citations*
23. **[Stochastic Variational Deep Kernel Learning ↗](https://arxiv.org/abs/1611.00336) arXiv (Cornell University) · no summary yet**Andrew Gordon Wilson et al.*2016 · 105 citations*
24. **[Easy Questions First? A Case Study on Curriculum Learning for Question Answering ↗](https://aclanthology.org/P16-1043/) Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Mrinmaya Sachan, Eric Xing*2016 · 103 citations*
25. **[PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization ↗](https://arxiv.org/abs/2310.16427) arXiv:2310.16427 · no summary yet**Xinyuan Wang et al.*2023 · 102 citations*
26. **[Compression, Transduction, and Creation: A Unified Framework for Evaluating Natural Language Generation](https://md.research.elamur.ai/free/en/papers/deng-2021-compression-transduction-creation-unified-framework/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Mingkai Deng, Bowen Tan, Zhengzhong Liu, et al.*2021 · 102 citations*
27. **[On Unifying Deep Generative Models ↗](https://arxiv.org/abs/1706.00550) arXiv (Cornell University) · no summary yet**Zhiting Hu et al.*2017 · 98 citations*
28. **[Efficient Exploration via State Marginal Matching ↗](https://arxiv.org/abs/1906.05274) arXiv (Cornell University) · no summary yet**Lisa Lee et al.*2019 · 96 citations*
29. **[Incorporating Word Correlation Knowledge into Topic Modeling ↗](https://aclanthology.org/N15-1074/) Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Pengtao Xie, Diyi Yang, Eric Xing*2015 · 93 citations*
30. **[Deep Neural Networks with Massive Learned Knowledge ↗](https://aclanthology.org/D16-1173/) Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yet**Zhiting Hu et al.*2016 · 86 citations*
31. **[Efficient Test-Time Adaptation of Vision-Language Models ↗](https://doi.org/10.1109/cvpr52733.2024.01343) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Adilbek Karmanov et al.*2024 · 83 citations*
32. **[Vision Transformer Slimming: Multi-Dimension Searching in Continuous Optimization Space ↗](https://arxiv.org/abs/2201.00814) arXiv:2201.00814 · no summary yet**Arnav Chavan et al.*2022 · 82 citations*
33. **[Learning Data Manipulation for Augmentation and Weighting ↗](https://arxiv.org/abs/1910.12795) arXiv (Cornell University) · no summary yet**Zhiting Hu et al.*2019 · 79 citations*
34. **[Un-mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning ↗](https://doi.org/10.1609/aaai.v36i2.20119) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Zhiqiang Shen et al.*2022 · 72 citations*
35. **[Turbo Parsers: Dependency Parsing by Approximate Variational Inference](https://md.research.elamur.ai/free/en/papers/martins-2010-turbo-parsers-dependency-parsing-approximate/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**André Martins, Noah Smith, Eric Xing, et al.*2010 · 69 citations*
36. **[Explaining A Black-box By Using A Deep Variational Information Bottleneck Approach ↗](https://doi.org/10.1609/aaai.v35i13.17358) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Seojin Bang et al.*2021 · 65 citations*
37. **[Towards Visual Question Answering on Pathology Images ↗](https://aclanthology.org/2021.acl-short.90/) Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 2: Short Papers) · no summary yet**Xuehai He et al.*2021 · 64 citations*
38. **[A latent mixed membership model for relational data ↗](https://doi.org/10.1145/1134271.1134283) no summary yet**Edoardo M. Airoldi et al.*2005 · 60 citations*
39. **[Deep Generative Models with Learnable Knowledge Constraints ↗](https://arxiv.org/abs/1806.09764) arXiv (Cornell University) · no summary yet**Zhiting Hu et al.*2018 · 48 citations*
40. **[Towards an integration of text and graph clustering methods as a lens for studying social interaction in MOOCs ↗](https://doi.org/10.19173/irrodl.v15i5.1853) The International Review of Research in Open and Distributed Learning · no summary yet**Diyi Yang et al.*2014 · 43 citations*
41. **[Deep Kernel Learning ↗](https://arxiv.org/abs/1511.02222) arXiv (Cornell University) · no summary yet**Andrew Gordon Wilson et al.*2015 · 42 citations*
42. **[LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning ↗](https://arxiv.org/abs/2311.12023) arXiv:2311.12023 · no summary yet**Han Guo et al.*2023 · 39 citations*
43. [**SlimPajama-DC: Understanding Data Combinations for LLM Training arXiv:2309.10818**Zhiqiang Shen, Tianhua Tao, Liqun Ma, et al.*2023 · 38 citations*](https://md.research.elamur.ai/free/en/papers/shen-2023-slimpajama-dc-understanding-data-combinations/)
44. **[DISTFLASHATTN: Distributed Memory-efficient Attention for Long-context LLMs Training ↗](https://arxiv.org/abs/2310.03294) arXiv:2310.03294 · no summary yet**Dacheng Li et al.*2023 · 36 citations*
45. **[Dynamic Language Models for Streaming Text](https://md.research.elamur.ai/free/en/papers/yogatama-2014-dynamic-language-models-streaming-text/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Dani Yogatama, Chong Wang, Bryan R. Routledge, et al.*2014 · 32 citations*
46. **[Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Models ↗](https://arxiv.org/abs/2408.10189) arXiv:2408.10189 · no summary yet**Aviv Bick et al.*2024 · 29 citations*
47. **[Discourse in Multimedia: A Case Study in Extracting Geometry Knowledge from Textbooks ↗](https://aclanthology.org/J19-4002/) Computational Linguistics · no summary yet**Mrinmaya Sachan et al.*2019 · 28 citations*
48. **[Combining Stochastic Block Models and Mixed Membership for Statistical Network Analysis ↗](https://doi.org/10.1007/978-3-540-73133-7_5) Springer eBooks · no summary yet**Edoardo M. Airoldi et al.*2008 · 25 citations*
49. **[Fast Matrix Multiplications for Lookup Table-Quantized LLMs ↗](https://aclanthology.org/2024.findings-emnlp.724/) Findings of the Association for Computational Linguistics: EMNLP 2024 · no summary yet**Han Guo et al.*2024 · 23 citations*
50. **[AutoLoss: Learning Discrete Schedules for Alternate Optimization ↗](https://arxiv.org/abs/1810.02442) arXiv (Cornell University) · no summary yet**Haowen Xu et al.*2018 · 23 citations*
51. **[Learning Pipelines with Limited Data and Domain Knowledge: A Study in Parsing Physics Problems ↗](https://openalex.org/W2891688696) neural information processing systems · no summary yet**Mrinmaya Sachan et al.*2018 · 22 citations*
52. **[VSA: Faster Video Diffusion with Trainable Sparse Attention ↗](https://arxiv.org/abs/2505.13389) arXiv (Cornell University) · no summary yet**Zhang, Peiyuan et al.*2025 · 21 citations*
53. **[On Optimizing the Communication of Model Parallelism ↗](https://arxiv.org/abs/2211.05322) arXiv (Cornell University) · no summary yet**Yonghao Zhuang et al.*2022 · 21 citations*
54. **[Deep Determinantal Point Process for Large-Scale Multi-label Classification ↗](https://doi.org/10.1109/iccv.2017.59) IEEE International Conference on Computer Vision (ICCV) · no summary yet**Pengtao Xie et al.*2017 · 20 citations*
55. **[MegaMath: Pushing the Limits of Open Math Corpora ↗](https://arxiv.org/abs/2504.02807) arXiv:2504.02807 · no summary yet**Fan Zhou et al.*2025 · 19 citations*
56. **[Connecting the Dots Between MLE and RL for Sequence Generation ↗](https://arxiv.org/abs/1811.09740) arXiv (Cornell University) · no summary yet**Bowen Tan et al.*2019 · 19 citations*
57. **[Transformation Autoregressive Networks ↗](https://arxiv.org/abs/1801.09819) arXiv (Cornell University) · no summary yet**Junier B. Oliva et al.*2018 · 19 citations*
58. **[Atlas-Chat: Adapting Large Language Models for Low-Resource Moroccan Arabic Dialect](https://md.research.elamur.ai/free/en/papers/shang-2025-atlas-chat-adapting-large-language/) [Workshop on Language Models for Low-Resource Languages](https://md.research.elamur.ai/free/en/venues/loreslm/)**Guokan Shang, Hadi Abdine, Yousef Khoubrane, et al.*2025 · 18 citations*
59. **[Convolutional Neural Networks for Medical Diagnosis from Admission Notes ↗](https://arxiv.org/abs/1712.02768) arXiv (Cornell University) · no summary yet**Christy Y. Li et al.*2017 · 18 citations*
60. **[Stackelberg GAN: Towards Provable Minimax Equilibrium via Multi-Generator Architectures ↗](https://arxiv.org/abs/1811.08010) arXiv (Cornell University) · no summary yet**Hongyang Zhang et al.*2018 · 17 citations*
61. **[MedLDA: Maximum Margin Supervised Topic Models for Regression and Classification ↗](https://openalex.org/W7099239060) no summary yet**Jun Zhu et al.*2009 · 15 citations*
62. **[Efficient Multiple Instance Metric Learning Using Weakly Supervised Data ↗](https://doi.org/10.1109/cvpr.2017.630) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Marc T. Law et al.*2017 · 14 citations*
63. **[ALISON: Fast and Effective Stylometric Authorship Obfuscation ↗](https://arxiv.org/abs/2402.00835) arXiv:2402.00835 · no summary yet**Eric Xing et al.*2024 · 10 citations*
64. **[Cavs: An Efficient Runtime System for Dynamic Neural Networks ↗](https://openalex.org/W2886439381) USENIX Annual Technical Conference · no summary yet**Shizhen Xu et al.*2018 · 10 citations*
65. **[Nile-Chat: Egyptian Language Models for Arabic and Latin Scripts](https://md.research.elamur.ai/free/en/papers/shang-2025-nile-chat-egyptian-language-models/) [Arabic Natural Language Processing Conference (ArabicNLP)](https://md.research.elamur.ai/free/en/venues/arabicnlp/)**Guokan Shang, Hadi Abdine, Ahmad Chamma, et al.*2025 · 9 citations*
66. **[Mixed membership analysis of high-throughput interaction studies: Relational data ↗](https://arxiv.org/abs/0706.0294) arXiv (Cornell University) · no summary yet**Edoardo M. Airoldi et al.*2007 · 9 citations*
67. **[lmgame-Bench: How Good are LLMs at Playing Games? ↗](https://arxiv.org/abs/2505.15146) arXiv (Cornell University) · no summary yet**Lanxiang Hu et al.*2025 · 8 citations*
68. **[On the Complexity of Exploration in Goal-Driven Navigation ↗](https://arxiv.org/abs/1811.06889) arXiv (Cornell University) · no summary yet**Maruan Al-Shedivat et al.*2018 · 8 citations*
69. **[Gated Path Planning Networks ↗](https://arxiv.org/abs/1806.06408) arXiv (Cornell University) · no summary yet**Lisa Lee et al.*2018 · 6 citations*
70. **[LLM360 K2: Building a 65B 360-Open-Source Large Language Model from Scratch ↗](https://arxiv.org/abs/2501.07124) arXiv (Cornell University) · no summary yet**Zhengzhong Liu et al.*2025 · 3 citations*
71. **[Decentralized Arena: Towards Democratic and Scalable Automatic Evaluation of Language Models](https://md.research.elamur.ai/free/en/papers/yin-2026-decentralized-arena-democratic-scalable-automatic/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yanbin Yin, Kun Zhou, Zhen Wang, et al.*2026 · 1 citation*
72. **[Efficient Long-context Language Model Training by Core Attention Disaggregation ↗](https://arxiv.org/abs/2510.18121) arXiv:2510.18121 · no summary yet**Yonghao Zhuang et al.*2025 · 1 citation*
73. **[Federated Learning as Variational Inference: A Scalable Expectation Propagation Approach ↗](https://arxiv.org/abs/2302.04228) arXiv (Cornell University) · no summary yet**Han Wen Guo et al.*2023 · 1 citation*
74. **[Cavs: A Vertex-centric Programming Interface for Dynamic Neural Networks ↗](https://arxiv.org/abs/1712.04048) arXiv (Cornell University) · no summary yet**Zhang, Hao et al.*2017 · 1 citation*
75. **[From Reasoning Traces to Reusable Modules: Understanding Compositional Generalization in Language Model Reasoning ↗](https://arxiv.org/abs/2606.18089) arXiv (Cornell University) · no summary yet**Lingjing Kong et al.*2026*
76. **[Advancing Reasoning in Diffusion Language Models with Denoising Process Rewards ↗](https://aclanthology.org/2026.acl-long.1978/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Shaoan Xie et al.*2026*
77. **[Response to Promises and Pitfalls of Deep Kernel Learning ↗](https://arxiv.org/abs/2509.21228) arXiv (Cornell University) · no summary yet**Andrew Gordon Wilson et al.*2025*
78. **[Discourse in Multimedia: A Case Study in Information Extraction ↗](https://arxiv.org/abs/1811.05546) arXiv (Cornell University) · no summary yet**Mrinmaya Sachan et al.*2018*
79. **[Proceedings of the 2006 conference on Statistical network analysis ↗](https://openalex.org/W2911563498) no summary yet**Edoardo M. Airoldi et al.*2006*