XG
Xiaotao Gu
cs.CLcs.AIcs.CVcs.LGcs.SEcs.DCcs.IRcs.SDphysics.ao-phstat.ML
On Valency
published · living versionsW_6czxdnsj·v1 · currentpublished
Large-scale Validation of Counterfactual Learning Methods: A Test-Bed
with Damien Lefortier, Adith Swaminathan, Thorsten Joachims, Maarten de Rijke
1 version
Preprints & journals
42 papers in the corpus · 2016–2026Video2Code: Generating Interactive Webpages from UI Videos via Action-Aware Revisit2606.20711v1 · Mingde Xu, Zhen Yang, Yan Wang et al.2026 · 0 citationsarXiv
GLM-5V-Turbo: Toward a Native Foundation Model for Multimodal Agents2604.26752v3 · GLM-V Team: Wenyi Hong, Xiaotao Gu, Ziyang Pan et al.2026 · 0 citationsarXiv
Vision2Web: A Hierarchical Benchmark for Visual Website Development with Agent Verification2603.26648v3 · Zehai He, Wenyi Hong, Zhen Yang et al.2026 · 0 citationsarXiv
GLM-TTS Technical Report2512.14291v1 · Jiayan Cui, Zhihan Yang, Naihan Li et al.2025 · 0 citationsarXiv
Delving into Latent Spectral Biasing of Video VAEs for Superior Diffusability2512.05394v3 · Shizhan Liu, Xinran Deng, Zhuoyi Yang et al.2025 · 0 citationsarXiv
SCAIL: Towards Studio-Grade Character Animation via In-Context Learning of 3D-Consistent Pose Representations2512.05905v3 · Wenhao Yan, Sheng Ye, Zhuoyi Yang et al.2025 · 1 citationarXiv
UI2Code^N: UI-to-Code Generation as Interactive Visual Optimization2511.08195v4 · Zhen Yang, Wenyi Hong, Mingde Xu et al.2025 · 0 citationsarXiv
WebVIA: A Web-based Vision-Language Agentic Framework for Interactive and Verifiable UI-to-Code Generation2511.06251v1 · Mingde Xu, Zhen Yang, Wenyi Hong et al.2025 · 0 citationsarXiv
Kaleido: Open-Sourced Multi-Subject Reference Video Generation Model2510.18573v2 · Zhenxing Zhang, Jiayan Teng, Zhuoyi Yang et al.2025 · 0 citationsarXiv
Glyph: Scaling Context Windows via Visual-Text Compression2510.17800v2 · Jiale Cheng, Yusen Liu, Xinyu Zhang et al.2025 · 0 citationsarXiv
GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models2508.06471v1 · GLM-4.5 Team: Aohan Zeng, Xin Lv, Qinkai Zheng et al.2025 · 6 citationsarXiv
VPO: Aligning Text-to-Video Generation Models with Prompt Optimization2503.20491v2 · Jiale Cheng, Ruiliang Lyu, Xiaotao Gu et al.2025 · 5 citationsarXiv
Concat-ID: Towards Universal Identity-Preserving Video Synthesis2503.14151v3 · Yong Zhong, Zhuoyi Yang, Jiayan Teng et al.2025 · 4 citationsarXiv
StepMathAgent: A Step-Wise Agent for Evaluating Mathematical Processes through Tree-of-Error2503.10105v1 · Shu-Xun Yang, Cunxiang Wang, Yidong Wang et al.2025 · 0 citationsarXiv
LongSafety: Evaluating Long-Context Safety of Large Language Models2502.16971v1 · Yida Lu, Jiale Cheng, Zhexin Zhang et al.2025 · 4 citationsarXiv
HPSS: Heuristic Prompting Strategy Search for LLM Evaluators2502.13031v2 · Bosi Wen, Pei Ke, Yufei Sun et al.2025 · 3 citationsarXiv
MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models2501.02955v2 · Wenyi Hong, Yean Cheng, Zhuoyi Yang et al.2025 · 19 citationsarXiv
VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation2412.21059v4 · Jiazheng Xu, Yu Huang, Jiale Cheng et al.2024 · 7 citationsarXiv
SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models2412.11605v2 · Jiale Cheng, Xiao Liu, Cunxiang Wang et al.2024 · 0 citationsarXiv
CogVLM2: Visual Language Models for Image and Video Understanding2408.16500v1 · Wenyi Hong, Weihan Wang, Ming Ding et al.2024 · 7 citationsarXiv
LogicGame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models2408.15778v4 · Jiayi Gui, Yiming Liu, Jiale Cheng et al.2024 · 2 citationsarXiv
CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer2408.06072v3 · Zhuoyi Yang, Jiayan Teng, Wendi Zheng et al.2024 · 25 citationsarXiv
VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents2408.06327v1 · Xiao Liu, Tianjie Zhang, Yu Gu et al.2024 · 1 citationarXiv
AutoDetect: Towards a Unified Framework for Automated Weakness Detection in Large Language Models2406.16714v2 · Jiale Cheng, Yida Lu, Xiaotao Gu et al.2024 · 1 citationarXiv
ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools2406.12793v2 · Team GLM: Aohan Zeng, Bin Xu, Bowen Wang et al.2024 · 184 citationsarXiv
NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Prompts2405.04520v1 · Shudan Zhang, Hanlin Zhao, Xiao Liu et al.2024 · 2 citationsarXiv
CogView3: Finer and Faster Text-to-Image Generation via Relay Diffusion2403.05121v1 · Wendi Zheng, Jiayan Teng, Zhuoyi Yang et al.2024 · 23 citationsarXiv
AlignBench: Benchmarking Chinese Alignment of Large Language Models2311.18743v4 · Xiao Liu, Xuanyu Lei, Shengyuan Wang et al.2023 · 18 citationsarXiv
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models2309.14717v2 · Yuhui Xu, Lingxi Xie, Xiaotao Gu et al.2023 · 38 citationsarXiv
Author Correction: Accurate medium-range global weather forecasting with 3D neural networks.37710039 · Bi, Kaifeng, Xie, Lingxi, Zhang, Hengheng et al.2023 · 7 citationsNature. 2023;621(7980):E45
Accurate medium-range global weather forecasting with 3D neural networks.37407823 · Bi, Kaifeng, Xie, Lingxi, Zhang, Hengheng et al.2023 · 1,656 citationsNature. 2023;619(7970):533-538
Towards AGI in Computer Vision: Lessons Learned from GPT and Large Language Models2306.08641v1 · Lingxi Xie, Longhui Wei, Xiaopeng Zhang et al.2023 · 7 citationsarXiv
Pipeline MoE: A Flexible MoE Implementation with Pipeline Parallelism2304.11414v1 · Xin Chen, Hengheng Zhang, Xiaotao Gu et al.2023 · 2 citationsarXiv
Pangu-Weather: A 3D High-Resolution Model for Fast and Accurate Global Weather Forecast2211.02556v1 · Kaifeng Bi, Lingxi Xie, Hengheng Zhang et al.2022 · 118 citationsarXiv
On the Transformer Growth for Progressive BERT Training2010.12562v3 · Xiaotao Gu, Liyuan Liu, Hongkun Yu et al.2020 · 23 citationsarXiv
Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning2005.00571v2 · Deren Lei, Gangrong Jiang, Xiaotao Gu et al.2020 · 64 citationsarXiv
Generating Representative Headlines for News Stories2001.09386v4 · Xiaotao Gu, Yuning Mao, Jiawei Han et al.2020 · 51 citationsarXiv
Learning Dynamic Context Augmentation for Global Entity Linking1909.02117v1 · Xiyuan Yang, Xiaotao Gu, Sheng Lin et al.2019 · 65 citationsarXiv
Improving Distantly-supervised Entity Typing with Compact Latent Space Clustering1904.06475v1 · Bo Chen, Xiaotao Gu, Yufeng Hu et al.2019 · 23 citationsarXiv
Learning Named Entity Tagger using Domain-Specific Dictionary1809.03599v1 · Jingbo Shang, Liyuan Liu, Xiang Ren et al.2018 · 233 citationsarXiv
End-to-End Reinforcement Learning for Automatic Taxonomy Induction1805.04044v1 · Yuning Mao, Xiang Ren, Jiaming Shen et al.2018 · 47 citationsarXiv
Large-scale Validation of Counterfactual Learning Methods: A Test-Bed1612.00367v2 · Damien Lefortier, Adith Swaminathan, Xiaotao Gu et al.2016 · 25 citationsarXivon Valency
Career total: at least 64 works. 42 are in this corpus.
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