Tianle Li

62 papers A* 10A 2B 2Journal 39Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Data-driven departure time and traffic assignment model for intercity multimodal transport system.
Comput. Ind. Eng.
Di Huang, Ziyu Liu, Tianle Li, Ziyuan Gu
2026 J jnl
EvoOpt-LLM: Evolving industrial optimization models with large language models.
CoRR
Yiliu He, Tianle Li, Binghao Ji, Zhiyuan Liu, Di Huang
2026 A* conf
Expert-Inspired Multi-Agent Coordination for Multi-Objective Molecular Optimization.
AAAI
Daojian Zeng, Tianle Li, Jiahao Yang, Jiacai Yi, Xieping Gao, Lincheng Jiang, Tengfei Ma, Xiangxiang Zeng
2026 J jnl
What Does Vision Tool-Use Reinforcement Learning Really Learn? Disentangling Tool-Induced and Intrinsic Effects for Crop-and-Zoom.
CoRR
Yan Ma, Weiyu Zhang, Tianle Li, Linge Du, Xuyang Shen, Pengfei Liu
2025 J jnl
A Fast and Flat Federated Learning Method via Weighted Momentum and Sharpness-Aware Minimization.
CoRR
Tianle Li, Yongzhi Huang, Linshan Jiang, Chang Liu, Qipeng Xie, Wenfeng Du, Lu Wang, Kaishun Wu
2025 J jnl
A Single-Ended Fault Location Method for DC Transmission Lines Based on Inverse Distance Weighted Interpolation.
IEEE Access
Dongli Jia, Xiaoyu Yang, Kaiyuan He, Feng Deng, Zhentong Wang, Tianle Li
2025 J jnl
Are Unified Vision-Language Models Necessary: Generalization Across Understanding and Generation.
CoRR
Jihai Zhang, Tianle Li, Linjie Li, Zhengyuan Yang, Yu Cheng
2025 A* conf
AutoEval Done Right: Using Synthetic Data for Model Evaluation.
ICML
Pierre Boyeau, Anastasios Nikolas Angelopoulos, Tianle Li, Nir Yosef, Jitendra Malik, Michael I. Jordan
2025 J jnl
BREEN: Bridge Data-Efficient Encoder-Free Multimodal Learning with Learnable Queries.
CoRR
Tianle Li, Yongming Rao, Winston Hu, Yu Cheng
2025 — conf
Chatbot Arena Estimate: towards a generalized performance benchmark for LLM capabilities.
NAACL (Industry Track)
Lucas Spangher, Tianle Li, William F. Arnold, Nick Masiewicki, Xerxes Dotiwalla, Rama Kumar Pasumarthi, Peter Grabowski, Eugene Ie, Daniel Gruhl
2025 J jnl
Diagnose, Correct, and Learn from Manipulation Failures via Visual Symbols.
CoRR
Xianchao Zeng, Xinyu Zhou, Youcheng Li, Jiayou Shi, Tianle Li, Liangming Chen, Lei Ren, Yong-Lu Li
2025 J jnl
Differentiable Evolutionary Reinforcement Learning.
CoRR
Sitao Cheng, Tianle Li, Xuhan Huang, Xunjian Yin, Difan Zou
2025 — conf
Exploring Exercises Selection Methods for Computerized Adaptive Testing Based on Large Language Models.
BESC (3)
Tianle Li, Hai Wang, Haiping Ma
2025 B conf
FedWCM: Unleashing the Potential of Momentum-based Federated Learning in Long-Tailed Scenarios.
ICPP
Tianle Li, Yongzhi Huang, Linshan Jiang, Qipeng Xie, Chang Liu, Wenfeng Du, Lu Wang, Kaishun Wu
2025 J jnl
FedWCM: Unleashing the Potential of Momentum-based Federated Learning in Long-Tailed Scenarios.
CoRR
Tianle Li, Yongzhi Huang, Linshan Jiang, Qipeng Xie, Chang Liu, Wenfeng Du, Lu Wang, Kaishun Wu
2025 A* conf
From Crowdsourced Data to High-quality Benchmarks: Arena-Hard and Benchbuilder Pipeline.
ICML
Tianle Li, Wei-Lin Chiang, Evan Frick, Lisa Dunlap, Tianhao Wu, Banghua Zhu, Joseph E. Gonzalez, Ion Stoica
2025 A* conf
How to Evaluate Reward Models for RLHF.
ICLR
Evan Frick, Tianle Li, Connor Chen, Wei-Lin Chiang, Anastasios Nikolas Angelopoulos, Jiantao Jiao, Banghua Zhu, Joseph E. Gonzalez, Ion Stoica
2025 J jnl
Long-context LLMs Struggle with Long In-context Learning.
Trans. Mach. Learn. Res.
Tianle Li, Ge Zhang, Quy Duc Do, Xiang Yue, Wenhu Chen
2025 — conf
Multi-Scale Feature Fusion-Based Shilling Attack Detection Algorithm.
CNIOT
Junjie Jia, Tianle Li, Wei Zhao, Zhiru Liu, Jiabin Feng
2025 J jnl
On the Mechanism of Reasoning Pattern Selection in Reinforcement Learning for Language Models.
CoRR
Xingwu Chen, Tianle Li, Difan Zou
2025 J jnl
On the Robustness of Transformers against Context Hijacking for Linear Classification.
CoRR
Tianle Li, Chenyang Zhang, Xingwu Chen, Yuan Cao, Difan Zou
2025 B conf
Optimizing Spectrum Sharing in Low-Altitude Intelligent Networks: A Model-Based Reinforcement Learning Approach.
TrustCom
Tianle Li, Qingyu Liu, Peixi Peng
2025 J jnl
Prompt-to-Leaderboard.
CoRR
Evan Frick, Connor Chen, Joseph Tennyson, Tianle Li, Wei-Lin Chiang, Anastasios N. Angelopoulos, Ion Stoica
2025 A* conf
Prompt-to-Leaderboard: Prompt-Adaptive LLM Evaluations.
ICML
Evan Frick, Connor Chen, Joseph Tennyson, Tianle Li, Wei-Lin Chiang, Anastasios Nikolas Angelopoulos, Ion Stoica
2025 J jnl
Search Arena: Analyzing Search-Augmented LLMs.
CoRR
Mihran Miroyan, Tsung-Han Wu, Logan King, Tianle Li, Jiayi Pan, Xinyan Hu, Wei-Lin Chiang, Anastasios N. Angelopoulos, Trevor Darrell, Narges Norouzi, Joseph E. Gonzalez
2025 J jnl
Unveiling the Compositional Ability Gap in Vision-Language Reasoning Model.
CoRR
Tianle Li, Jihai Zhang, Yongming Rao, Yu Cheng
2024 — conf
A Privacy-Preserving Aggregation Method via Grouped Secure Multi-Party Computation.
ASSE
Ziqing Li, Sheng Lin, Tianle Li, Pengfei Zhao
2024 J jnl
An Integrated Framework for Landscape Indices' Calculation with Raster-Vector Integration and Its Application Based on QGIS.
ISPRS Int. J. Geo Inf.
Yaqi Huang, Minrui Zheng, Tianle Li, Fei Xiao, Xinqi Zheng
2024 A* conf
Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference.
ICML
Wei-Lin Chiang, Lianmin Zheng, Ying Sheng, Anastasios Nikolas Angelopoulos, Tianle Li, Dacheng Li, Banghua Zhu, Hao Zhang, Michael I. Jordan, Joseph E. Gonzalez, Ion Stoica
2024 J jnl
Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference.
CoRR
Wei-Lin Chiang, Lianmin Zheng, Ying Sheng, Anastasios Nikolas Angelopoulos, Tianle Li, Dacheng Li, Hao Zhang, Banghua Zhu, Michael I. Jordan, Joseph E. Gonzalez, Ion Stoica
2024 — conf
Feature Fusion for Multi-Condition Controllable Image Generation.
BDIOT
Pengfei Zhao, Sheng Lin, Ziqing Li, Tianle Li
2024 J jnl
From Crowdsourced Data to High-Quality Benchmarks: Arena-Hard and BenchBuilder Pipeline.
CoRR
Tianle Li, Wei-Lin Chiang, Evan Frick, Lisa Dunlap, Tianhao Wu, Banghua Zhu, Joseph E. Gonzalez, Ion Stoica
2024 J jnl
Gaussian distribution resampling via Chebyshev distance for food computing.
Appl. Soft Comput.
Tianle Li, Enguang Zuo, Chen Chen, Cheng Chen, Jie Zhong, Junyi Yan, Xiaoyi Lv
2024 A* conf
GenAI Arena: An Open Evaluation Platform for Generative Models.
NeurIPS
Dongfu Jiang, Max Ku, Tianle Li, Yuansheng Ni, Shizhuo Sun, Rongqi Fan, Wenhu Chen
2024 J jnl
GenAI Arena: An Open Evaluation Platform for Generative Models.
CoRR
Dongfu Jiang, Max Ku, Tianle Li, Yuansheng Ni, Shizhuo Sun, Rongqi Fan, Wenhu Chen
2024 J jnl
How to Evaluate Reward Models for RLHF.
CoRR
Evan Frick, Tianle Li, Connor Chen, Wei-Lin Chiang, Anastasios N. Angelopoulos, Jiantao Jiao, Banghua Zhu, Joseph E. Gonzalez, Ion Stoica
2024 A* conf
ImagenHub: Standardizing the evaluation of conditional image generation models.
ICLR
Max Ku, Tianle Li, Kai Zhang, Yujie Lu, Xingyu Fu, Wenwen Zhuang, Wenhu Chen
2024 A* conf
LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset.
ICLR
Lianmin Zheng, Wei-Lin Chiang, Ying Sheng, Tianle Li, Siyuan Zhuang, Zhanghao Wu, Yonghao Zhuang, Zhuohan Li, Zi Lin, Eric P. Xing, Joseph E. Gonzalez, Ion Stoica, Hao Zhang
2024 J jnl
Long-context LLMs Struggle with Long In-context Learning.
CoRR
Tianle Li, Ge Zhang, Quy Duc Do, Xiang Yue, Wenhu Chen
2024 A* conf
MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark.
NeurIPS
Yubo Wang, Xueguang Ma, Ge Zhang, Yuansheng Ni, Abhranil Chandra, Shiguang Guo, Weiming Ren, Aaran Arulraj, Xuan He, Ziyan Jiang, Tianle Li, Max Ku, Kai Wang, Alex Zhuang, Rongqi Fan, Xiang Yue, Wenhu Chen
2024 J jnl
MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark.
CoRR
Yubo Wang, Xueguang Ma, Ge Zhang, Yuansheng Ni, Abhranil Chandra, Shiguang Guo, Weiming Ren, Aaran Arulraj, Xuan He, Ziyan Jiang, Tianle Li, Max Ku, Kai Wang, Alex Zhuang, Rongqi Fan, Xiang Yue, Wenhu Chen
2024 J jnl
Project MPG: towards a generalized performance benchmark for LLM capabilities.
CoRR
Lucas Spangher, Tianle Li, William F. Arnold, Nick Masiewicki, Xerxes Dotiwalla, Rama Parusmathi, Peter Grabowski, Eugene Ie, Daniel Gruhl
2024 — conf
SWAG: Storytelling With Action Guidance.
EMNLP (Findings)
Jonathan Pei, Zeeshan Patel, Karim El-Refai, Tianle Li
2024 J jnl
SWAG: Storytelling With Action Guidance.
CoRR
Zeeshan Patel, Karim El-Refai, Jonathan Pei, Tianle Li
2024 J jnl
The Parameter Calibration of Social Force Model for Pedestrian Flow Simulation Based on YOLOv5.
Sensors
Tianle Li, Bingbing Xu, Weike Lu, Zidan Chen, Sizheng Zhang, Fanjun Xia
2024 — conf
Threshold-Based Automated Pest Detection System for Sustainable Agriculture.
IoTaIS
Tianle Li, Jia Shu, Qinghong Chen, Murad Mehrab Abrar, John Raiti
2024 J jnl
Y-Mol: A Multiscale Biomedical Knowledge-Guided Large Language Model for Drug Development.
CoRR
Tengfei Ma, Xuan Lin, Tianle Li, Chaoyi Li, Long Chen, Peng Zhou, Xibao Cai, Xinyu Yang, Daojian Zeng, Dong-Sheng Cao, Xiangxiang Zeng
2023 A conf
A Masked Attention Network with Query Sparsity Measurement for Time Series Anomaly Detection.
ICME
Jie Zhong, Enguang Zuo, Chen Chen, Cheng Chen, Junyi Yan, Tianle Li, Xiaoyi Lv
2023 — conf
AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks.
ACL (Findings)
Xinyi He, Mengyu Zhou, Mingjie Zhou, Jialiang Xu, Xiao Lv, Tianle Li, Yijia Shao, Shi Han, Zejian Yuan, Dongmei Zhang
2023 J jnl
DreamEdit: Subject-driven Image Editing.
CoRR
Tianle Li, Max Ku, Cong Wei, Wenhu Chen
2023 J jnl
DreamEdit: Subject-driven Image Editing.
Trans. Mach. Learn. Res.
Tianle Li, Max Ku, Cong Wei, Wenhu Chen
2023 J jnl
Few-shot In-context Learning for Knowledge Base Question Answering.
CoRR
Tianle Li, Xueguang Ma, Alex Zhuang, Yu Gu, Yu Su, Wenhu Chen
2023 — conf
Few-shot In-context Learning on Knowledge Base Question Answering.
ACL (1)
Tianle Li, Xueguang Ma, Alex Zhuang, Yu Gu, Yu Su, Wenhu Chen
2023 J jnl
Function2vec: A Geographic Knowledge Graph Model of Urban Function Evolution and Its Application.
ISPRS Int. J. Geo Inf.
Tianle Li, Minrui Zheng, Xiaoli Wang, Xinqi Zheng
2023 J jnl
ImagenHub: Standardizing the evaluation of conditional image generation models.
CoRR
Max Ku, Tianle Li, Kai Zhang, Yujie Lu, Xingyu Fu, Wenwen Zhuang, Wenhu Chen
2023 J jnl
LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset.
CoRR
Lianmin Zheng, Wei-Lin Chiang, Ying Sheng, Tianle Li, Siyuan Zhuang, Zhanghao Wu, Yonghao Zhuang, Zhuohan Li, Zi Lin, Eric P. Xing, Joseph E. Gonzalez, Ion Stoica, Hao Zhang
2023 A conf
Rethinking graph anomaly detection: A self-supervised Group Discrimination paradigm with Structure-Aware.
ICME
Junyi Yan, Enguang Zuo, Chen Chen, Cheng Chen, Jie Zhong, Tianle Li, Xiaoyi Lv
2022 J jnl
A Simple Yet Efficient Method for Adversarial Word-Substitute Attack.
CoRR
Tianle Li, Yi Yang
2022 J jnl
ASTA: Learning Analytical Semantics over Tables for Intelligent Data Analysis and Visualization.
CoRR
Lingbo Li, Tianle Li, Xinyi He, Mengyu Zhou, Shi Han, Dongmei Zhang
2022 J jnl
Fake News Detection with Heterogeneous Transformer.
CoRR
Tianle Li, Yushi Sun, Shang-Ling Hsu, Yanjia Li, Raymond Chi-Wing Wong
2022 J jnl
Inferring Tabular Analysis Metadata by Infusing Distribution and Knowledge Information.
CoRR
Xinyi He, Mengyu Zhou, Jialiang Xu, Xiao Lv, Tianle Li, Yijia Shao, Shi Han, Zejian Yuan, Dongmei Zhang
2019 J jnl
A Multi-Stage Model for the Electromagnetic Shielding Effectiveness Prediction of an Infinite Conductor Plane With Periodic Apertures.
IEEE Access
Wanxin Bai, Anqi Guo, Tianle Li, Ruiqi Cheng, Chongqing Jiao