PPaperPicks

Hao Wang

Rutgers University, Department of Computer Science, Piscataway, NJ, USA

27 papers at tracked venues · 22 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-7308-938X ↗Google Scholar ↗Homepage ↗

Venues

ICLR ×9NeurIPS ×5ICML ×4AAAI ×2NAACL ×2ACL ×1EMNLP ×1WACV ×1WSDM ×1WWW ×1

Frequent coauthors

Ligong Han
×5
Hengguan Huang
×4
Lu Mi
×4
Dimitris N. Metaxas
×4
Haizhou Shi
×4
Guang-Yuan Hao
×3
Hengyi Wang
×3
Shiwei Tan
×3
Songtao Wang
×2
Xinyue Xu
×2
Xiaomeng Li
×2
Zihao Xu
×2

Papers

  1. BayesAgent: Bayesian Agentic Reasoning Under Uncertainty via Verbalized Probabilistic Graphical Modeling
    AAAI 2026 ·
    Hengguan Huang
    ,
    Xing Shen
    ,
    Guang-Yuan Hao
    ,
    Songtao Wang
    ,
    Lingfa Meng
    ,
    Dianbo Liu
    ,
    David A. Duchêne
    , Hao Wang,
    Samir Bhatt
  2. LLM and Agents for Recommendation Systems (LARS)
    WWW 2026 ·
    Keerthi Gopalakrishnan
    ,
    Qi Xu
    ,
    Aysenur Inan
    ,
    Zhigang Hua
    ,
    Luyi Ma
    ,
    Prabhat Agarwal
    ,
    Shuang Yang
    ,
    Shradha Sehgal
    , Hao Wang,
    Kai Zhao
    ,
    Yashar Deldjoo
    ,
    Rong Jin
    ,
    Kamilia Ahmadi
    ,
    Luke Simon
  3. Concept-Based Unsupervised Domain Adaptation
    ICML 2025 ·
    Xinyue Xu
    ,
    Yueying Hu
    ,
    Hui Tang
    ,
    Yi Qin
    ,
    Lu Mi
    , Hao Wang,
    Xiaomeng Li
  4. GenVP: Generating Visual Puzzles with Contrastive Hierarchical VAEs
    ICLR 2025 ·
    Kalliopi Basioti
    ,
    Pritish Sahu
    ,
    Tony Qingze Liu
    ,
    Zihao Xu
    , Hao Wang,
    Vladimir Pavlovic
  5. Implicit In-context Learning
    ICLR 2025 ·
    Zhuowei Li
    ,
    Zihao Xu
    ,
    Ligong Han
    ,
    Yunhe Gao
    ,
    Song Wen
    ,
    Di Liu
    , Hao Wang,
    Dimitris N. Metaxas
  6. Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models
    NAACL 2025 ·
    Hengyi Wang
    ,
    Haizhou Shi
    ,
    Shiwei Tan
    ,
    Weiyi Qin
    ,
    Wenyuan Wang
    ,
    Tunyu Zhang
    ,
    Akshay Nambi
    ,
    Tanuja Ganu
    , Hao Wang
  7. NetFormer: An interpretable model for recovering dynamical connectivity in neuronal population dynamics
    ICLR 2025 ·
    Ziyu Lu
    ,
    Wuwei Zhang
    ,
    Trung Le
    , Hao Wang,
    Uygar Sümbül
    ,
    Eric Todd Shea-Brown
    ,
    Lu Mi
  8. On Calibration of LLM-based Guard Models for Reliable Content Moderation
    ICLR 2025 ·
    Hongfu Liu
    ,
    Hengguan Huang
    ,
    Xiangming Gu
    , Hao Wang,
    Ye Wang
  9. PoGDiff: Product-of-Gaussians Diffusion Models for Imbalanced Text-to-Image Generation
    NeurIPS 2025 ·
    Ziyan Wang
    ,
    Sizhe Wei
    ,
    Xiaoming Huo
    , Hao Wang
  10. SODA: Spectral Orthogonal Decomposition Adaptation for Diffusion Models
    WACV 2025 ·
    Xinxi Zhang
    ,
    Song Wen
    ,
    Ligong Han
    ,
    Felix Juefei-Xu
    ,
    Akash Srivastava
    ,
    Junzhou Huang
    ,
    Vladimir Pavlovic
    , Hao Wang,
    Molei Tao
    ,
    Dimitris N. Metaxas
  11. The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models Via Visual Information Steering
    ICML 2025 ·
    Zhuowei Li
    ,
    Haizhou Shi
    ,
    Yunhe Gao
    ,
    Di Liu
    ,
    Zhenting Wang
    ,
    Yuxiao Chen
    ,
    Ting Liu
    ,
    Long Zhao
    , Hao Wang,
    Dimitris N. Metaxas
  12. Towards Accurate Time Series Forecasting via Implicit Decoding
    NeurIPS 2025 ·
    Xinyu Li
    ,
    Yuchen Luo
    , Hao Wang,
    Haoxuan Li
    ,
    Liuhua Peng
    ,
    Feng Liu
    ,
    Yandong Guo
    ,
    Kun Zhang
    ,
    Mingming Gong
  13. Towards Domain Adaptive Neural Contextual Bandits
    ICLR 2025 ·
    Ziyan Wang
    ,
    Xiaoming Huo
    , Hao Wang
  14. Training-Free Bayesianization for Low-Rank Adapters of Large Language Models
    NeurIPS 2025 ·
    Haizhou Shi
    ,
    Yibin Wang
    ,
    Ligong Han
    ,
    Huan Zhang
    , Hao Wang
  15. Unveiling the Secret Recipe: A Guide For Supervised Fine-Tuning Small LLMs
    ICLR 2025 ·
    Aldo Pareja
    ,
    Nikhil Shivakumar Nayak
    , Hao Wang,
    Krishnateja Killamsetty
    ,
    Shivchander Sudalairaj
    ,
    Wenlong Zhao
    ,
    Seungwook Han
    ,
    Abhishek Bhandwaldar
    ,
    Guangxuan Xu
    ,
    Kai Xu
    ,
    Ligong Han
    ,
    Luke Inglis
    ,
    Akash Srivastava
  16. BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models
    NeurIPS 2024 ·
    Yibin Wang
    ,
    Haizhou Shi
    ,
    Ligong Han
    ,
    Dimitris N. Metaxas
    , Hao Wang
  17. Benchmarking Large Language Models on Communicative Medical Coaching: A Dataset and a Novel System
    ACL 2024 ·
    Hengguan Huang
    ,
    Songtao Wang
    ,
    Hongfu Liu
    , Hao Wang,
    Ye Wang
  18. Composite Active Learning: Towards Multi-Domain Active Learning with Theoretical Guarantees
    AAAI 2024 ·
    Guang-Yuan Hao
    ,
    Hengguan Huang
    ,
    Haotian Wang
    ,
    Jie Gao
    , Hao Wang
  19. Continuous Invariance Learning
    ICLR 2024 ·
    Lin Yong
    ,
    Fan Zhou
    ,
    Lu Tan
    ,
    Lintao Ma
    ,
    Jianmeng Liu
    ,
    Yansu He
    ,
    Yuan Yuan
    ,
    Yu Liu
    ,
    James Y. Zhang
    ,
    Yujiu Yang
    , Hao Wang
  20. Delving into Differentially Private Transformer
    ICML 2024 ·
    Youlong Ding
    ,
    Xueyang Wu
    ,
    Yining Meng
    ,
    Yonggang Luo
    , Hao Wang,
    Weike Pan
  21. Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations
    ICLR 2024 ·
    Xinyue Xu
    ,
    Yi Qin
    ,
    Lu Mi
    , Hao Wang,
    Xiaomeng Li
  22. LatticeGen: Hiding Generated Text in a Lattice for Privacy-Aware Large Language Model Generation on Cloud
    NAACL 2024 ·
    Mengke Zhang
    ,
    Tianxing He
    ,
    Tianle Wang
    ,
    Lu Mi
    ,
    Niloofar Mireshghallah
    ,
    Binyi Chen
    , Hao Wang,
    Yulia Tsvetkov
  23. Natural Counterfactuals With Necessary Backtracking
    NeurIPS 2024 ·
    Guang-Yuan Hao
    ,
    Jiji Zhang
    ,
    Biwei Huang
    , Hao Wang,
    Kun Zhang
  24. Pre-trained Recommender Systems: A Causal Debiasing Perspective
    WSDM 2024 ·
    Ziqian Lin
    ,
    Hao Ding
    ,
    Trong Nghia Hoang
    ,
    Branislav Kveton
    ,
    Anoop Deoras
    , Hao Wang
  25. Probabilistic Conceptual Explainers: Trustworthy Conceptual Explanations for Vision Foundation Models
    ICML 2024 ·
    Hengyi Wang
    ,
    Shiwei Tan
    , Hao Wang
  26. Raidar: geneRative AI Detection viA Rewriting
    ICLR 2024 ·
    Chengzhi Mao
    ,
    Carl Vondrick
    , Hao Wang,
    Junfeng Yang
  27. Variational Language Concepts for Interpreting Foundation Language Models
    EMNLP 2024 ·
    Hengyi Wang
    ,
    Shiwei Tan
    ,
    Zhiqing Hong
    ,
    Desheng Zhang
    , Hao Wang