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Linyi Yang

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

36

Venues

10

Active years

2020–2026

Best venue rank

A*

Where they publish

Papers

36 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLAMA: Adaptive Memory via Multi-Agent Collaboration.Weiquan Huang, Zixuan Wang, Hehai Lin, Sudong Wang, Bo Xu, Qian Li, Beier Zhu, Linyi Yang, Chengwei Qin
2026ACLKnowDR-REC: Auditing Knowledge-Conditioned Visual Grounding in Referring Expression Comprehension.Guanghao Jin, Jingpei Wu, Tianpei Guo, Yiyi Niu, Weidong Zhou, Linyi Yang, Guoyang Liu
2026ACLInteractive Learning for LLM Reasoning.Hehai Lin, Shilei Cao, Sudong Wang, Haotian Wu, Minzhi Li, Linyi Yang, Juepeng Zheng, Chengwei Qin
2026ACLCreativeBench: Benchmarking and Enhancing Machine Creativity via Self-Evolving Challenges.Zihan Wang, Lam Nguyen, Zhengyang Zhao, Mengyue Yang, Chengwei Qin, Yujiu Yang, Linyi Yang
2026ACLJailbreaking Attacks vs. Content Safety Filters: How Far Are We in the LLM Safety Arms Race?Yuan Xin, Dingfan Chen, Linyi Yang, Michael Backes, Xiao Zhang
2025ACLDeepReview: Improving LLM-based Paper Review with Human-like Deep Thinking Process.Minjun Zhu, Yixuan Weng, Linyi Yang, Yue Zhang
2025COLINGHow Likely Do LLMs with CoT Mimic Human Reasoning?Guangsheng Bao, Hongbo Zhang, Cunxiang Wang, Linyi Yang, Yue Zhang
2025EMNLPResearStudio: A Human-intervenable Framework for Building Controllable Deep Research Agents.Linyi Yang, Yixuan Weng
2025EMNLPDirect Value Optimization: Improving Chain-of-Thought Reasoning in LLMs with Refined Values.Hongbo Zhang, Han Cui, Guangsheng Bao, Linyi Yang, Jun Wang, Yue Zhang
2025ICLRCycleResearcher: Improving Automated Research via Automated Review.Yixuan Weng, Minjun Zhu, Guangsheng Bao, Hongbo Zhang, Jindong Wang, Yue Zhang, Linyi Yang
2025ICLRMMQA: Evaluating LLMs with Multi-Table Multi-Hop Complex Questions.Jian Wu, Linyi Yang, Dongyuan Li, Yuliang Ji, Manabu Okumura, Yue Zhang
2025ICLRCofCA: A STEP-WISE Counterfactual Multi-hop QA benchmark.Jian Wu, Linyi Yang, Zhen Wang, Manabu Okumura, Yue Zhang
2025ICLRHuman Simulacra: Benchmarking the Personification of Large Language Models.Qiujie Xie, Qiming Feng, Tianqi Zhang, Qingqiu Li, Linyi Yang, Yuejie Zhang, Rui Feng, Liang He, Shang Gao, Yue Zhang
2025ICLRAn Empirical Analysis of Uncertainty in Large Language Model Evaluations.Qiujie Xie, Qingqiu Li, Zhuohao Yu, Yuejie Zhang, Yue Zhang, Linyi Yang
2025ICLRPersonality Alignment of Large Language Models.Minjun Zhu, Yixuan Weng, Linyi Yang, Yue Zhang
2025ICMLConstrain Alignment with Sparse Autoencoders.Qingyu Yin, Chak Tou Leong, Hongbo Zhang, Minjun Zhu, Hanqi Yan, Qiang Zhang, Yulan He, Wenjie Li, Jun Wang, Yue Zhang, Linyi Yang
2024ACLMAGE: Machine-generated Text Detection in the Wild.Yafu Li, Qintong Li, Leyang Cui, Wei Bi, Zhilin Wang, Longyue Wang, Linyi Yang, Shuming Shi, Yue Zhang
2024ACLDetoxifying Large Language Models via Knowledge Editing.Mengru Wang, Ningyu Zhang, Ziwen Xu, Zekun Xi, Shumin Deng, Yunzhi Yao, Qishen Zhang, Linyi Yang, Jindong Wang, Huajun Chen
2024ICLRFast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability Curvature.Guangsheng Bao, Yanbin Zhao, Zhiyang Teng, Linyi Yang, Yue Zhang
2024ICLRPandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning Optimization.Yidong Wang, Zhuohao Yu, Wenjin Yao, Zhengran Zeng, Linyi Yang, Cunxiang Wang, Hao Chen, Chaoya Jiang, Rui Xie, Jindong Wang, Xing Xie, Wei Ye, Shikun Zhang, Yue Zhang
2024ICLRSupervised Knowledge Makes Large Language Models Better In-context Learners.Linyi Yang, Shuibai Zhang, Zhuohao Yu, Guangsheng Bao, Yidong Wang, Jindong Wang, Ruochen Xu, Wei Ye, Xing Xie, Weizhu Chen, Yue Zhang
2024NAACLA Rationale-centric Counterfactual Data Augmentation Method for Cross-Document Event Coreference Resolution.Bowen Ding, Qingkai Min, Shengkun Ma, Yingjie Li, Linyi Yang, Yue Zhang
2023ACLExploiting Rich Textual User-Product Context for Improving Personalized Sentiment Analysis.Chenyang Lyu, Linyi Yang, Yue Zhang, Yvette Graham, Jennifer Foster
2023ACLLearning to Generalize for Cross-domain QA.Yingjie Niu, Linyi Yang, Ruihai Dong, Yue Zhang
2023ACLMeasuring Consistency in Text-based Financial Forecasting Models.Linyi Yang, Yingpeng Ma, Yue Zhang
2023ACLGLUE-X: Evaluating Natural Language Understanding Models from an Out-of-Distribution Generalization Perspective.Linyi Yang, Shuibai Zhang, Libo Qin, Yafu Li, Yidong Wang, Hanmeng Liu, Jindong Wang, Xing Xie, Yue Zhang
2023EMNLPOut-of-Distribution Generalization in Natural Language Processing: Past, Present, and Future.Linyi Yang, Yaoxian Song, Xuan Ren, Chenyang Lyu, Yidong Wang, Jingming Zhuo, Lingqiao Liu, Jindong Wang, Jennifer Foster, Yue Zhang
2023SIGIRSciMine: An Efficient Systematic Prioritization Model Based on Richer Semantic Information.Fang Guo, Yun Luo, Linyi Yang, Yue Zhang
2022AAAINumHTML: Numeric-Oriented Hierarchical Transformer Model for Multi-Task Financial Forecasting.Linyi Yang, Jiazheng Li, Ruihai Dong, Yue Zhang, Barry Smyth
2022ACLA Rationale-Centric Framework for Human-in-the-loop Machine Learning.Jinghui Lu, Linyi Yang, Brian MacNamee, Yue Zhang
2022COLINGHuman-in-the-loop Robotic Grasping Using BERT Scene Representation.Yaoxian Song, Penglei Sun, Pengfei Fang, Linyi Yang, Yanghua Xiao, Yue Zhang
2022COLINGFactMix: Using a Few Labeled In-domain Examples to Generalize to Cross-domain Named Entity Recognition.Linyi Yang, Lifan Yuan, Leyang Cui, Wenyang Gao, Yue Zhang
2021ACLExploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis.Linyi Yang, Jiazheng Li, Padraig Cunningham, Yue Zhang, Barry Smyth, Ruihai Dong
2020CIKMMAEC: A Multimodal Aligned Earnings Conference Call Dataset for Financial Risk Prediction.Jiazheng Li, Linyi Yang, Barry Smyth, Ruihai Dong
2020COLINGGenerating Plausible Counterfactual Explanations for Deep Transformers in Financial Text Classification.Linyi Yang, Eoin M. Kenny, Tin Lok James Ng, Yi Yang, Barry Smyth, Ruihai Dong
2020WWWHTML: Hierarchical Transformer-based Multi-task Learning for Volatility Prediction.Linyi Yang, Tin Lok James Ng, Barry Smyth, Ruihai Dong