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Shangbin Feng

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

38

Venues

10

Active years

2021–2026

Best venue rank

A*

Where they publish

Papers

38 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLWhen One LLM Drools, Multi-LLM Collaboration Rules.Shangbin Feng, Wenxuan Ding, Alisa Liu, Zifeng Wang, Weijia Shi, Yike Wang, Shannon Zejiang Shen, Xiaochuang Han, Hunter Lang, Chen-Yu Lee, Tomas Pfister, Yejin Choi, Yulia Tsvetkov
2026ACLData Swarms: Optimizable Generation of Synthetic Evaluation Data.Shangbin Feng, Yike Wang, Weijia Shi, Yulia Tsvetkov
2026ACLAmong Us: Measuring and Mitigating Malicious Contributions in Model Collaboration Systems.Ziyuan Yang, Wenxuan Ding, Shangbin Feng, Yulia Tsvetkov
2026ACLGeneralizable LLM Learning of Graph Synthetic Data with Post-training Alignment.Yizhuo Zhang, Heng Wang, Shangbin Feng, Zhaoxuan Tan, Xinyun Liu, Yulia Tsvetkov
2026ACLBidirectional LMs are Better Knowledge Memorizers? A Benchmark for Real-world Knowledge Injection.Yuwei Zhang, Wenhao Yu, Shangbin Feng, Yifan Zhu, Letian Peng, Jayanth Srinivasa, Gaowen Liu, Jingbo Shang
2026IUIInteractive Reasoning: Visualizing and Controlling Chain-of-Thought Reasoning in Large Language Models.Rock Yuren Pang, K. J. Kevin Feng, Shangbin Feng, Chu Li, Weijia Shi, Yulia Tsvetkov, Jeffrey Heer, Katharina Reinecke
2025ACLCodeTaxo: Enhancing Taxonomy Expansion with Limited Examples via Code Language Prompts.Qingkai Zeng, Yuyang Bai, Zhaoxuan Tan, Zhenyu Wu, Shangbin Feng, Meng Jiang
2025ACLBiased LLMs can Influence Political Decision-Making.Jillian Fisher, Shangbin Feng, Robert Aron, Thomas Richardson, Yejin Choi, Daniel W. Fisher, Jennifer Pan, Yulia Tsvetkov, Katharina Reinecke
2025ICLRVarying Shades of Wrong: Aligning LLMs with Wrong Answers Only.Jihan Yao, Wenxuan Ding, Shangbin Feng, Lucy Lu Wang, Yulia Tsvetkov
2025ICMLModel Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence.Shangbin Feng, Zifeng Wang, Yike Wang, Sayna Ebrahimi, Hamid Palangi, Lesly Miculicich, Achin Kulshrestha, Nathalie Rauschmayr, Yejin Choi, Yulia Tsvetkov, Chen-Yu Lee, Tomas Pfister
2025ICMLPosition: Political Neutrality in AI Is Impossible - But Here Is How to Approximate It.Jillian Fisher, Ruth Elisabeth Appel, Chan Young Park, Yujin Potter, Liwei Jiang, Taylor Sorensen, Shangbin Feng, Yulia Tsvetkov, Margaret E. Roberts, Jennifer Pan, Dawn Song, Yejin Choi
2025NAACLFACTS&EVIDENCE: An Interactive Tool for Transparent Fine-Grained Factual Verification of Machine-Generated Text.Varich Boonsanong, Vidhisha Balachandran, Xiaochuang Han, Shangbin Feng, Lucy Lu Wang, Yulia Tsvetkov
2024ACLKnowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models.Wenxuan Ding, Shangbin Feng, Yuhan Liu, Zhaoxuan Tan, Vidhisha Balachandran, Tianxing He, Yulia Tsvetkov
2024ACLDon't Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration.Shangbin Feng, Weijia Shi, Yike Wang, Wenxuan Ding, Vidhisha Balachandran, Yulia Tsvetkov
2024ACLWhat Does the Bot Say? Opportunities and Risks of Large Language Models in Social Media Bot Detection.Shangbin Feng, Herun Wan, Ningnan Wang, Zhaoxuan Tan, Minnan Luo, Yulia Tsvetkov
2024ACLDELL: Generating Reactions and Explanations for LLM-Based Misinformation Detection.Herun Wan, Shangbin Feng, Zhaoxuan Tan, Heng Wang, Yulia Tsvetkov, Minnan Luo
2024ACLStumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks.Yichen Wang, Shangbin Feng, Abe Bohan Hou, Xiao Pu, Chao Shen, Xiaoming Liu, Yulia Tsvetkov, Tianxing He
2024CIKMChain-of-Layer: Iteratively Prompting Large Language Models for Taxonomy Induction from Limited Examples.Qingkai Zeng, Yuyang Bai, Zhaoxuan Tan, Shangbin Feng, Zhenwen Liang, Zhihan Zhang, Meng Jiang
2024EMNLPTeaching LLMs to Abstain across Languages via Multilingual Feedback.Shangbin Feng, Weijia Shi, Yike Wang, Wenxuan Ding, Orevaoghene Ahia, Shuyue Stella Li, Vidhisha Balachandran, Sunayana Sitaram, Yulia Tsvetkov
2024EMNLPModular Pluralism: Pluralistic Alignment via Multi-LLM Collaboration.Shangbin Feng, Taylor Sorensen, Yuhan Liu, Jillian Fisher, Chan Young Park, Yejin Choi, Yulia Tsvetkov
2024EMNLPCan LLM Graph Reasoning Generalize beyond Pattern Memorization?Yizhuo Zhang, Heng Wang, Shangbin Feng, Zhaoxuan Tan, Xiaochuang Han, Tianxing He, Yulia Tsvetkov
2024ICLRKnowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models.Shangbin Feng, Weijia Shi, Yuyang Bai, Vidhisha Balachandran, Tianxing He, Yulia Tsvetkov
2024NAACLP³Sum: Preserving Author's Perspective in News Summarization with Diffusion Language Models.Yuhan Liu, Shangbin Feng, Xiaochuang Han, Vidhisha Balachandran, Chan Young Park, Sachin Kumar, Yulia Tsvetkov
2024WWWKGQuiz: Evaluating the Generalization of Encoded Knowledge in Large Language Models.Yuyang Bai, Shangbin Feng, Vidhisha Balachandran, Zhaoxuan Tan, Shiqi Lou, Tianxing He, Yulia Tsvetkov
2023ACLFrom Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP Models.Shangbin Feng, Chan Young Park, Yuhan Liu, Yulia Tsvetkov
2023ACLKALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document Understanding.Shangbin Feng, Zhaoxuan Tan, Wenqian Zhang, Zhenyu Lei, Yulia Tsvetkov
2023ACLBIC: Twitter Bot Detection with Text-Graph Interaction and Semantic Consistency.Zhenyu Lei, Herun Wan, Wenqian Zhang, Shangbin Feng, Zilong Chen, Jundong Li, Qinghua Zheng, Minnan Luo
2023EMNLPFactKB: Generalizable Factuality Evaluation using Language Models Enhanced with Factual Knowledge.Shangbin Feng, Vidhisha Balachandran, Yuyang Bai, Yulia Tsvetkov
2023EMNLPBotPercent: Estimating Bot Populations in Twitter Communities.Zhaoxuan Tan, Shangbin Feng, Melanie Sclar, Herun Wan, Minnan Luo, Yejin Choi, Yulia Tsvetkov
2023EMNLPDetecting Spoilers in Movie Reviews with External Movie Knowledge and User Networks.Heng Wang, Wenqian Zhang, Yuyang Bai, Zhaoxuan Tan, Shangbin Feng, Qinghua Zheng, Minnan Luo
2023WWWKRACL: Contrastive Learning with Graph Context Modeling for Sparse Knowledge Graph Completion.Zhaoxuan Tan, Zilong Chen, Shangbin Feng, Qingyue Zhang, Qinghua Zheng, Jundong Li, Minnan Luo
2023SIGIRBotMoE: Twitter Bot Detection with Community-Aware Mixtures of Modal-Specific Experts.Yuhan Liu, Zhaoxuan Tan, Heng Wang, Shangbin Feng, Qinghua Zheng, Minnan Luo
2022AAAIHeterogeneity-Aware Twitter Bot Detection with Relational Graph Transformers.Shangbin Feng, Zhaoxuan Tan, Rui Li, Minnan Luo
2022CIKMGraTO: Graph Neural Network Framework Tackling Over-smoothing with Neural Architecture Search.Xinshun Feng, Herun Wan, Shangbin Feng, Hongrui Wang, Qinghua Zheng, Jun Zhou, Minnan Luo
2022EMNLPPAR: Political Actor Representation Learning with Social Context and Expert Knowledge.Shangbin Feng, Zhaoxuan Tan, Zilong Chen, Ningnan Wang, Peisheng Yu, Qinghua Zheng, Xiaojun Chang, Minnan Luo
2022NAACLKCD: Knowledge Walks and Textual Cues Enhanced Political Perspective Detection in News Media.Wenqian Zhang, Shangbin Feng, Zilong Chen, Zhenyu Lei, Jundong Li, Minnan Luo
2021CIKMSATAR: A Self-supervised Approach to Twitter Account Representation Learning and its Application in Bot Detection.Shangbin Feng, Herun Wan, Ningnan Wang, Jundong Li, Minnan Luo
2021CIKMTwiBot-20: A Comprehensive Twitter Bot Detection Benchmark.Shangbin Feng, Herun Wan, Ningnan Wang, Jundong Li, Minnan Luo