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Tianyi Zhang

42 papers at tracked venues · 24 at CORE A* · active 2024–2026

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Venues

ACL ×7AAAI ×5IROS ×5EMNLP ×3UbiComp/ISWC ×3CVPR ×2ECCV ×2ICCV ×2ICML ×2InterSpeech ×2ASE ×1ECML-PKDD ×1FSE ×1ICSE ×1MICCAI ×1NAACL ×1NeurIPS ×1SIGKDD ×1WWW ×1

Frequent coauthors

Mengcheng Zhao
×3
Jiajun Xu
×3
Kaizhen Huang
×3
Youfu Li
×3
Weiqiang Wang
×3
Simon D'Alfonso
×3
Haonan Duan
×2
Yu Qiao
×2
Jifeng Dai
×2
Zhi Hou
×2
Qingqing Sun
×2
Shuai Chen
×2

Papers

  1. Deployability-Centric Infrastructure-as-Code Generation: Fail, Learn, Refine, and Succeed through LLM-Empowered DevOps Simulation
    FSE 2026 · Tianyi Zhang,
    Shidong Pan
    ,
    Zejun Zhang
    ,
    Zhenchang Xing
    ,
    Xiaoyu Sun
  2. Diagnosing Hidden Instabilities in Model Editing via Uncertainty Quantification
    ACL 2026 ·
    Zihan Gu
    , Tianyi Zhang,
    Xinyan Zhang
    ,
    Zhiyuan Wang
    ,
    Han Zhang
    ,
    Yuhao Wei
    ,
    Jiacheng Lu
    ,
    Tianyi Ma
    ,
    Xingsheng Zhang
    ,
    Hua Zhang
    ,
    Yue Hu
  3. GameplayQA: A Benchmarking Framework for Decision-Dense POV-Synced Multi-Video Understanding of 3D Virtual Agents
    ACL 2026 ·
    Yunzhe Wang
    ,
    Runhui Xu
    ,
    Kexin Zheng
    , Tianyi Zhang,
    Jayavibhav Niranjan Kogundi
    ,
    Soham Hans
    ,
    Volkan Ustun
  4. Graph Explorer: Training Faithful KG Agents with Visibility-Grounded Supervision
    ACL 2026 ·
    Yifeng Chen
    ,
    Sicheng Wan
    , Tianyi Zhang,
    Xuezhou Zhang
  5. Grounding Actions in Camera Space: Observation-Centric Vision-Language-Action Policy
    AAAI 2026 · Tianyi Zhang,
    Haonan Duan
    ,
    Haoran Hao
    ,
    Yu Qiao
    ,
    Jifeng Dai
    ,
    Zhi Hou
  6. Mango: Multi-Agent Web Navigation via Global-View Optimization
    ACL 2026 ·
    Weixi Tong
    ,
    Yifeng Di
    , Tianyi Zhang
  7. PV-SQL: Synergizing Database Probing and Rule-based Verification for Text-to-SQL Agents
    ACL 2026 ·
    Yuan Tian
    , Tianyi Zhang
  8. RISK: A Framework for GUI Agents in E-commerce Risk Management
    ACL 2026 ·
    Renqi Chen
    ,
    Zeyin Tao
    ,
    Jianming Guo
    ,
    Jingzhe Zhu
    ,
    Yiheng Peng
    ,
    Qingqing Sun
    , Tianyi Zhang,
    Shuai Chen
  9. Thought-Action Graph Reasoning: Faithful and Efficient Reasoning of Large Language Models via Reusing Past Experience
    ACL 2026 ·
    Zhixiao Qi
    ,
    Feng Huang
    ,
    Yunqi Zhang
    ,
    Shijie Zhang
    ,
    Qingqing Sun
    ,
    Yongfeng Huang
    ,
    Minghu Jiang
    ,
    Shuai Chen
    , Tianyi Zhang
  10. A Training-Free Length Extrapolation Approach for LLMs: Greedy Attention Logit Interpolation
    EMNLP 2025 ·
    Yan Li
    , Tianyi Zhang,
    Zechuan Li
    ,
    Caren Han
  11. A Variable Stiffness Supernumerary Robotic Limb with Pneumatic-Tendon Coupled Actuation *
    IROS 2025 ·
    Mengcheng Zhao
    ,
    Jiajun Xu
    ,
    Peixin Wang
    ,
    Juanxia Zhou
    , Tianyi Zhang,
    Kaizhen Huang
    ,
    Aihong Ji
    ,
    Xuyan Hou
    ,
    Guoli Song
    ,
    You-Fu Li
  12. Adaptive Merchant-Centric Risk Control via Unbiased Decision-Making and Dynamic Optimization in E-Commerce
    AAAI 2025 ·
    Xu Liu
    ,
    Yiqiang Lu
    ,
    Jian Liu
    , Tianyi Zhang,
    Weiqiang Wang
    ,
    Qian Liu
    ,
    Shuai Li
  13. AutoPLC: Generating Vendor-Aware Structured Text for Programmable Logic Controllers
    ASE 2025 ·
    Donghao Yang
    ,
    Aolang Wu
    , Tianyi Zhang,
    Li Zhang
    ,
    Xiaoli Lian
    ,
    Fang Liu
    ,
    Yuming Ren
    ,
    Jiaji Tian
    ,
    Xiaoyin Che
  14. Behavioral Indicators of Loneliness: Predicting University Students' Loneliness Scores from Smartphone Sensing Data
    UbiComp/ISWC 2025 ·
    Qianjie Wu
    , Tianyi Zhang,
    Hong Jia
    ,
    Simon D'Alfonso
  15. Code Comment Inconsistency Detection and Rectification Using a Large Language Model
    ICSE 2025 ·
    Guoping Rong
    ,
    Yongda Yu
    ,
    Song Liu
    ,
    Xin Tan
    , Tianyi Zhang,
    Haifeng Shen
    ,
    Jidong Hu
  16. Dita: Scaling Diffusion Transformer for Generalist Vision-Language-Action Policy
    ICCV 2025 ·
    Zhi Hou
    , Tianyi Zhang,
    Yuwen Xiong
    ,
    Haonan Duan
    ,
    Hengjun Pu
    ,
    Ronglei Tong
    ,
    Chengyang Zhao
    ,
    Xizhou Zhu
    ,
    Yu Qiao
    ,
    Jifeng Dai
    ,
    Yuntao Chen
  17. Effective Two-Stage Knowledge Transfer for Multi-Entity Cross-Domain Recommendation
    SIGKDD 2025 ·
    Jianyu Guan
    ,
    Zongming Yin
    , Tianyi Zhang,
    Leihui Chen
    ,
    Yin Zhang
    ,
    Fei Huang
    ,
    Shuguang Han
    ,
    Jufeng Chen
  18. Evaluation of a model for sound radiation from the vocal tract wall
    InterSpeech 2025 ·
    Peter Birkholz
    , Tianyi Zhang
  19. From Poses to Identity: Training-Free Person Re-Identification via Feature Centralization
    CVPR 2025 ·
    Chao Yuan
    ,
    Guiwei Zhang
    ,
    Changxiao Ma
    , Tianyi Zhang,
    Guanglin Niu
  20. MASTER: A Multi-Agent System with LLM Specialized MCTS
    NAACL 2025 ·
    Bingzheng Gan
    ,
    Yufan Zhao
    , Tianyi Zhang,
    Jing Huang
    ,
    Yusu Li
    ,
    Shu Xian Teo
    ,
    Changwang Zhang
    ,
    Wei Shi
  21. Neighbor-Based Feature and Index Enhancement for Person Re-Identification
    CVPR 2025 ·
    Chao Yuan
    , Tianyi Zhang,
    Guanglin Niu
  22. One Filters All: A Generalist Filter For State Estimation
    NeurIPS 2025 ·
    Shiqi Liu
    ,
    Wenhan Cao
    ,
    Chang Liu
    ,
    Zeyu He
    , Tianyi Zhang,
    Yinuo Wang
    ,
    Shengbo Eben Li
  23. Probing Political Ideology in Large Language Models: How Latent Political Representations Generalize Across Tasks
    EMNLP 2025 · Tianyi Zhang
  24. Quanta Neural Networks: From Photons to Perception
    ICCV 2025 ·
    Varun Sundar
    , Tianyi Zhang,
    Sacha Jungerman
    ,
    Mohit Gupta
  25. Transferable and Forecastable User Targeting Foundation Model
    WWW 2025 ·
    Bin Dou
    ,
    Baokun Wang
    ,
    Yun Zhu
    ,
    Xiaotong Lin
    ,
    Yike Xu
    ,
    Xiaorui Huang
    ,
    Yang Chen
    ,
    Yun Liu
    ,
    Shaoshuai Han
    ,
    Yongchao Liu
    , Tianyi Zhang,
    Yu Cheng
    ,
    Weiqiang Wang
    ,
    Chuntao Hong
  26. Uncertainty-Based Extensible Codebook for Discrete Federated Learning in Heterogeneous Data Silos
    ICML 2025 · Tianyi Zhang,
    Yu Cao
    ,
    Dianbo Liu
  27. Underwater Target Tracking with Unknown Maneuver by Remotely Operated Vehicles: A Digital Twin-Driven Strategy
    IROS 2025 · Tianyi Zhang,
    Jing Yan
    ,
    Xian Yang
    ,
    Cailian Chen
    ,
    Xinping Guan
  28. A new approach for fine-tuning sentence transformers for intent classification and out-of-scope detection tasks
    EMNLP 2024 · Tianyi Zhang,
    Atta Norouzian
    ,
    Aanchan Mohan
    ,
    Frederick Ducatelle
  29. A powerful and modern AAC composition tool for impaired speakers
    InterSpeech 2024 ·
    Aanchan Mohan
    ,
    Monideep Chakraborti
    ,
    Katelyn Eng
    ,
    Nailia Kushaeva
    ,
    Mirjana Prpa
    ,
    Jordan Lewis
    , Tianyi Zhang,
    Vince Geisler
    ,
    Carol Geisler
  30. Compositional Inversion for Stable Diffusion Models
    AAAI 2024 ·
    Xulu Zhang
    ,
    Xiao-Yong Wei
    ,
    Jinlin Wu
    , Tianyi Zhang,
    Zhaoxiang Zhang
    ,
    Zhen Lei
    ,
    Qing Li
  31. Design and Control of a Soft Supernumerary Robotic Limb Based on Fiber-Reinforced Actuator
    IROS 2024 · Tianyi Zhang,
    Jiajun Xu
    ,
    Yonghua Lu
    ,
    Mengcheng Zhao
    ,
    Kaizhen Huang
    ,
    Bai Chen
    ,
    Xuyan Hou
    ,
    Youfu Li
  32. Dynamic-Range Focal Sweep: Seamless Continuous Autofocus Based on High-Speed Vision for Magnified Object Tracking
    IROS 2024 · Tianyi Zhang,
    Kohei Shimasaki
    ,
    Idaku Ishii
    ,
    Akio Namiki
  33. Generating Progressive Images from Pathological Transitions Via Diffusion Model
    MICCAI 2024 ·
    Zeyu Liu
    , Tianyi Zhang,
    Yufang He
    ,
    Guanglei Zhang
  34. GraphRPM: Risk Pattern Mining on Industrial Large Attributed Graphs
    ECML-PKDD 2024 ·
    Sheng Tian
    ,
    Xintan Zeng
    ,
    Yifei Hu
    ,
    Baokun Wang
    ,
    Yongchao Liu
    ,
    Yue Jin
    ,
    Changhua Meng
    ,
    Chuntao Hong
    , Tianyi Zhang,
    Weiqiang Wang
  35. GroupCover: A Secure, Efficient and Scalable Inference Framework for On-device Model Protection based on TEEs
    ICML 2024 ·
    Zheng Zhang
    ,
    Na Wang
    ,
    Ziqi Zhang
    ,
    Yao Zhang
    , Tianyi Zhang,
    Jianwei Liu
    ,
    Ye Wu
  36. Human-Robot Interaction Control for Multi-Mode Exosuit with Reinforcement Learning
    IROS 2024 ·
    Kaizhen Huang
    ,
    Jiajun Xu
    , Tianyi Zhang,
    Mengcheng Zhao
    ,
    Aihong Ji
    ,
    Guoli Song
    ,
    Youfu Li
  37. Leveraging LLMs to Predict Affective States via Smartphone Sensor Features
    UbiComp/ISWC 2024 · Tianyi Zhang,
    Songyan Teng
    ,
    Hong Jia
    ,
    Simon D'Alfonso
  38. Multi-Modality Affinity Inference for Weakly Supervised 3D Semantic Segmentation
    AAAI 2024 ·
    Xiawei Li
    ,
    Qingyuan Xu
    ,
    Jing Zhang
    , Tianyi Zhang,
    Qian Yu
    ,
    Lu Sheng
    ,
    Dong Xu
  39. Predicting Affective States from Screen Text Sentiment
    UbiComp/ISWC 2024 ·
    Songyan Teng
    , Tianyi Zhang,
    Simon D'Alfonso
    ,
    Vassilis Kostakos
  40. Robust Incremental Structure-from-Motion with Hybrid Features
    ECCV 2024 ·
    Shaohui Liu
    ,
    Yidan Gao
    , Tianyi Zhang,
    Rémi Pautrat
    ,
    Johannes L. Schönberger
    ,
    Viktor Larsson
    ,
    Marc Pollefeys
  41. Soybean Pod and Seed Counting in Both Outdoor Fields and Indoor Laboratories Using Unions of Deep Neural Networks
    ECCV 2024 ·
    Tianyou Jiang
    ,
    Mingshun Shao
    , Tianyi Zhang,
    Xiaoyu Liu
    ,
    Qun Yu
  42. Transformer-Based Selective Super-resolution for Efficient Image Refinement
    AAAI 2024 · Tianyi Zhang,
    Kishore Kasichainula
    ,
    Yaoxin Zhuo
    ,
    Baoxin Li
    ,
    Jae-Sun Seo
    ,
    Yu Cao