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Changyou Chen

18 papers at tracked venues · 15 at CORE A* · active 2024–2026

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Venues

ICLR ×7ACL ×2ICCV ×2NeurIPS ×2WACV ×2AAAI ×1CVPR ×1EMNLP ×1

Frequent coauthors

Yaman Kumar
×6
Rajiv Ratn Shah
×6
Balaji Krishnamurthy
×6
Ruiyi Zhang
×6
Jian Chen
×6
Jiuxiang Gu
×5
Yufan Zhou
×5
Aanisha Bhattacharyya
×4
Rohan Sharma
×4
Somesh Singh
×3
Zhiqiang Xu
×3
Shijie Zhou
×2

Papers

  1. ALPHA: Action-Based Learning for Pluralistic Human Alignment in Large Language Models
    AAAI 2026 ·
    Aanisha Bhattacharyya
    ,
    Susmit Agrawal
    ,
    Yaman Kumar Singla
    ,
    Tarun Ram Menta
    ,
    Nikitha S. R.
    ,
    Rajiv Ratn Shah
    , Changyou Chen,
    Balaji Krishnamurthy
  2. Small Agents, Big Gains: Journey-Aware and Critic-Guided Simulation for Long-Horizon Shopping Dialogues
    ACL 2026 ·
    Qing Ping
    , Changyou Chen,
    Binxuan Huang
  3. Unveiling Inherent Visual Grounding in Multimodal LLMs for Text-Rich Images
    ACL 2026 ·
    Shijie Zhou
    ,
    Jihyung Kil
    ,
    Ming Li
    ,
    Jiuxiang Gu
    ,
    Curtis Wigington
    ,
    Rajiv Jain
    , Changyou Chen,
    Ruiyi Zhang
  4. Cross-Modal Feature Alignment and MMD Improve Robustness of Prompt Tuning
    WACV 2025 ·
    Jingchen Sun
    ,
    Rohan Sharma
    ,
    Vishnu Suresh Lokhande
    , Changyou Chen
  5. Long-Term Ad Memorability: Understanding & Generating Memorable Ads
    WACV 2025 ·
    Harini S. I
    ,
    Somesh Singh
    ,
    Yaman Kumar Singla
    ,
    Aanisha Bhattacharyya
    ,
    Veeky Baths
    , Changyou Chen,
    Rajiv Ratn Shah
    ,
    Balaji Krishnamurthy
  6. Measuring And Improving Engagement of Text-to-Image Generation Models
    ICLR 2025 ·
    Varun Khurana
    ,
    Yaman Kumar Singla
    ,
    Jayakumar Subramanian
    , Changyou Chen,
    Rajiv Ratn Shah
    ,
    Zhiqiang Xu
    ,
    Balaji Krishnamurthy
  7. Multi-Modal Multi-Task Unified Embedding Model (M3T-UEM): A Task-Adaptive Representation Learning Framework
    ICCV 2025 ·
    Rohan Sharma
    , Changyou Chen,
    Feng-Ju Chang
    ,
    Seongjun Yun
    ,
    Xiaohu Xie
    ,
    Rui Meng
    ,
    Dehong Xu
    ,
    Alejandro Mottini
    ,
    Qingjun Cui
  8. Multimodal LLMs as Customized Reward Models for Text-to-Image Generation
    ICCV 2025 ·
    Shijie Zhou
    ,
    Ruiyi Zhang
    ,
    Huaisheng Zhu
    ,
    Branislav Kveton
    ,
    Yufan Zhou
    ,
    Jiuxiang Gu
    ,
    Jian Chen
    , Changyou Chen
  9. SPRO: Improving Image Generation via Self-Play
    NeurIPS 2025 ·
    Ritika Jha
    ,
    Aanisha Bhattacharyya
    ,
    Yaman Singla
    ,
    Rajiv Ratn Shah
    , Changyou Chen,
    Balaji Krishnamurthy
  10. SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding
    ICLR 2025 ·
    Jian Chen
    ,
    Ruiyi Zhang
    ,
    Yufan Zhou
    ,
    Tong Yu
    ,
    Franck Dernoncourt
    ,
    Jiuxiang Gu
    ,
    Ryan A. Rossi
    , Changyou Chen,
    Tong Sun
  11. Teaching Human Behavior Improves Content Understanding Abilities Of VLMs
    ICLR 2025 ·
    Somesh Kumar Singh
    ,
    Harini S. I
    ,
    Yaman Kumar Singla
    , Changyou Chen,
    Rajiv Ratn Shah
    ,
    Veeky Baths
    ,
    Balaji Krishnamurthy
  12. A probability contrastive learning framework for 3D molecular representation learning
    NeurIPS 2024 ·
    Jiayu Qin
    ,
    Jian Chen
    ,
    Rohan Sharma
    ,
    Jingchen Sun
    , Changyou Chen
  13. AUC-CL: A Batchsize-Robust Framework for Self-Supervised Contrastive Representation Learning
    ICLR 2024 ·
    Rohan Sharma
    ,
    Kaiyi Ji
    ,
    Zhiqiang Xu
    , Changyou Chen
  14. Diffusion Models for Multi-Task Generative Modeling
    ICLR 2024 · Changyou Chen,
    Han Ding
    ,
    Bunyamin Sisman
    ,
    Yi Xu
    ,
    Ouye Xie
    ,
    Benjamin Z. Yao
    ,
    Son Dinh Tran
    ,
    Belinda Zeng
  15. Large Content And Behavior Models To Understand, Simulate, And Optimize Content And Behavior
    ICLR 2024 ·
    Ashmit Khandelwal
    ,
    Aditya Agrawal
    ,
    Aanisha Bhattacharyya
    ,
    Yaman Kumar
    ,
    Somesh Singh
    ,
    Uttaran Bhattacharya
    ,
    Ishita Dasgupta
    ,
    Stefano Petrangeli
    ,
    Rajiv Ratn Shah
    , Changyou Chen,
    Balaji Krishnamurthy
  16. TRINS: Towards Multimodal Language Models that Can Read
    CVPR 2024 ·
    Ruiyi Zhang
    ,
    Yanzhe Zhang
    ,
    Jian Chen
    ,
    Yufan Zhou
    ,
    Jiuxiang Gu
    , Changyou Chen,
    Tong Sun
  17. TextLap: Customizing Language Models for Text-to-Layout Planning
    EMNLP 2024 ·
    Jian Chen
    ,
    Ruiyi Zhang
    ,
    Yufan Zhou
    ,
    Jennifer Healey
    ,
    Jiuxiang Gu
    ,
    Zhiqiang Xu
    , Changyou Chen
  18. Towards Aligned Layout Generation via Diffusion Model with Aesthetic Constraints
    ICLR 2024 ·
    Jian Chen
    ,
    Ruiyi Zhang
    ,
    Yufan Zhou
    , Changyou Chen