Bingyi Jing

8 papers · 2023–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (15) ⚡ Prolific Year (7)

Conferences

ICLR (5) ICML (1) JMLR (1) NIPS (1)

Top co-authors

Wenjia Wang (4) Hongxin Wei (4) Hanting Chen (2) Jie Hu (2) Simiao Li (2) Jing Zhang (2) Yun Zhang (2) Shaohui Lin (2) Songxin Zhang (2) Wei Li (2)

Keywords

offline reinforcement learning (1) conformal prediction (1) uncertainty quantification (1) prediction interval (1) out-of-distribution detection (1) behavior policy (1) coverage probability (1) policy constraint (1) flow model (1) large language model (1) graph neural network (1)

Papers

TorchCP: A Python Library for Conformal Prediction JMLR 2025

Exploring Learning Complexity for Efficient Downstream Dataset Pruning ICLR 2025

AugKD: Ingenious Augmentations Empower Knowledge Distillation for Image Super-Resolution ICLR 2025

Knowledge Distillation with Multi-granularity Mixture of Priors for Image Super-Resolution ICLR 2025

Diffusion Actor-Critic: Formulating Constrained Policy Iteration as Diffusion Noise Regression for Offline Reinforcement Learning ICLR 2025

Fine-tuning can Help Detect Pretraining Data from Large Language Models ICLR 2025

Parametric Scaling Law of Tuning Bias in Conformal Prediction ICML 2025

Constrained Policy Optimization with Explicit Behavior Density For Offline Reinforcement Learning NIPS 2023