Pengliang Ji

MS student, Carnegie Mellon University

Joined

March 2022

Names

Pengliang Ji (Preferred)

Emails

****@buaa.edu.cn (Confirmed)

****@berkeley.edu (Confirmed)

****@andrew.cmu.edu (Confirmed)

****@gmail.com (Confirmed)

****@cmu.edu (Confirmed)

Personal Links

Homepage

DBLP

Semantic Scholar

Career & Education History

MS student

Carnegie Mellon University (cmu.edu)

2023 – 2026

Advisors, Relations & Conflicts

Coauthor

Baolong Bi

Present

Expertise

LLM

2023 – 2025

VLM

2023 – 2024

Publications

LLM Alignment via Reinforcement Learning from Multi-role Debates as Feedback
Ruoxi Cheng, Hao-Xuan Ma, Shuirong Cao, Jiaqi Li, Aihua Pei, Zhiqiang wang, Pengliang Ji, Haoyu Wang, Jiaqi Huo
- AAAI 2025 Workshop AIGOV Poster
- Readers: Everyone
Interactive-Action Image Generation via Synthetic Physical Priors
Xuanyi Liu, Pengliang Ji, Siwei Ma, Yizhi Wang
- Submitted to ICLR 2025
- Readers: Everyone
Decoding by Contrasting Knowledge: Enhancing LLMs' Confidence on Edited Facts
Baolong Bi, Shenghua Liu, Lingrui Mei, Yiwei Wang, Junfeng Fang, Pengliang Ji, Xueqi Cheng
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Reinforcement Learning from Multi-role Debates as Feedback for Bias Mitigation in LLMs
Ruoxi Cheng, Hao-Xuan Ma, Shuirong Cao, Jiaqi Li, Aihua Pei, Zhiqiang wang, Pengliang Ji, Haoyu Wang, Jiaqi Huo
- Pluralistic-Alignment 2024
- Readers: Everyone
Sparse Diffusion Policy: A Sparse, Reusable, and Flexible Policy for Robot Learning
Yixiao Wang, Yifei Zhang, Mingxiao Huo, Thomas Tian, Xiang Zhang, Yichen Xie, Chenfeng Xu, Pengliang Ji, Wei Zhan, Mingyu Ding, Masayoshi Tomizuka
- CoRL 2024
- Readers: Everyone
LLMCBench: Benchmarking Large Language Model Compression for Efficient Deployment
Ge Yang, Changyi He, Jinyang Guo, Jianyu Wu, Yifu Ding, Aishan Liu, Haotong Qin, Pengliang Ji, Xianglong Liu
- NeurIPS 2024 Track Datasets and Benchmarks Spotlight
- Readers: Everyone
Make Continual Learning Stronger via C-Flat
Ang Bian, Wei Li, Hangjie Yuan, Chengrong Yu, Mang Wang, Zixiang Zhao, Aojun Lu, Pengliang Ji, Tao Feng
- NeurIPS 2024 poster
- Readers: Everyone
Metric from Human: Zero-shot Monocular Metric Depth Estimation via Test-time Adaptation
Yizhou Zhao, Hengwei Bian, Kaihua Chen, Pengliang Ji, Liao Qu, Shao-yu Lin, Weichen Yu, Haoran Li, Hao Chen, Jun Shen, Bhiksha Raj, Min Xu
- NeurIPS 2024 poster
- Readers: Everyone
Volumetric Neural Human for Robust Pose Optimization via Analysis-by-synthesis
Pengliang Ji, Angtian Wang, Yi Zhang, Adam Kortylewski, Alan Yuille
- Published: 18 Oct 2022, Last Modified: 05 May 2023
- SVRHM Poster
- Readers: Everyone

Co-Authors

View all 58 co-authors