Publications

Below is a list of my academic publications. You can also view my profile on Google Scholar.

Published

Beyond Efficient Fine-tuning: Efficient Hybrid Fine-tuning of CLIP Models Guided by Explainable ViT Attention Map

Hui Ye, Xuri Ge, Junqi Wang, Junchen Fu, Xin Xin, Zhumin Chen
Information Processing & Management 2026, 63(4): 104628, 2026

Role Assignment is Extraordinarily Effective for Safety Alignment

Ziheng Zhou, Jiakun Ding, Zhaowei Zhang, Ruosen Gao, Ying Nian Wu, Demetri Terzopoulos, Yipeng Kang, Fangwei Zhong, Junqi Wang
Association for Computational Linguistics ACL 2026 Findings (通讯), 2026
通讯

Are the Values of LLMs Structurally Aligned with Humans? A Causal Perspective

Yipeng Kang, Junqi Wang, Yexin Li, Mengmeng Wang, Wenming Tu, Quansen Wang, Hengli Li, Tingjun Wu, Xue Feng, Fangwei Zhong, Zilong Zheng
Association for Computational Linguistics ACL 2025 Findings, 2025
通讯

Evaluating and Modeling Social Intelligence: A Comparative Study of Human and AI Capabilities

Junqi Wang, Chunhui Zhang, Jiapeng Li, Yuxi Ma, Lixing Niu, Jiaheng Han, Yujia Peng, Yixin Zhu, Lifeng Fan
CogSci 2024, 2024
一作

CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents

Siyuan Qi, Shuo Chen, Yexin Li, Xiangyu Kong, Junqi Wang, Bangcheng Yang, Pring Wong, Yifan Zhong, Xiaoyuan Zhang, Zhaowei Zhang, Nian Liu, Wei Wang, Yaodong Yang, Song-Chun Zhu
ICLR 2024 Spotlight, 2024
共同一作

ZFP-X: Accelerating Lossy Floating-Point Compression with Encode Strategy Based on Bit Plane Spatial Prediction

Bing Lu, Yida Li, Junqi Wang, Huizhang Luo, Kenli Li
IEEE International Parallel & Distributed Processing Symposium (IPDPS 2023), 2023

Efficient Discritization of Optimal Transport

Junqi Wang, Pei Wang, Patrick Shafto
Entropy 2023, 25(6):839, 2023
一作

Generalized Belief Transport

Junqi Wang, Pei Wang, Patrick Shafto
NeurIPS 2023, 2023
一作

Preconditioning Lossy Compression for HPC Scientific Data

Huizhang Luo, Junqi Wang*, Dan Huang, Qing Liu, Zhenbo Qiao, Mengchu Zhou, Jing Bi, Haitao Yuan, Hong Jiang, Jinzhen Wang, Zhenlu Qin, Scott Klasky
IEEE Transactions on Big Data (通讯), 2022
通讯

Cooperative communication as belief transport

Patrick Shafto, Junqi Wang, Pei Wang
Trends in Cognitive Sciences 25 (10), 826-828, 2022

zMesh: Exploring Application Characteristics to Improve Lossy Compression Ratio for Adaptive Mesh Refinement

Huizhang Luo, Junqi Wang, Qing Liu, Jieyang Chen, Scott Klasky, Norbert Podhorszki
IEEE International Parallel & Distributed Processing Symposium (IPDPS 2021), 2021

Total Variation Reduction for Lossless Compression of HPC Applications

Junqi Wang, Huizhang Luo, Yida Li Kenli Li
IEEE System-on-Chip Conference (SOCC): IEEE SOC HIGH SPEED INTERCONNECT FORUM, 2021
一作

A mathematical theory of cooperative communication

Pei Wang, Junqi Wang, Pushpi Paranamana, Patrick Shafto
Conference on Neural Information Processing Systems (NeurIPS) 2020 (Oral), 2020
共同一作

Sequential Cooperative Bayesian Inference

Junqi Wang, Pei Wang, Patrick Shafto
International Conference on Machine Learning (ICML) 2020, 2020
一作

Update Algebra: Toward Continuous, Non-Blocking Composition of Network Updates in SDN

Geng Li, Y. Richard Yang; Franck Le, Yeon-sup Lim, Junqi Wang
IEEE International Conference on Computer Communications (INFOCOM 2019), 2019

Forms of homogeneous spherical varieties

Junqi Wang
PhD Thesis, Rutgers University, 2018

BCFW recursion relation with nonzero boundary contribution

Bo Feng, Junqi Wang, Yihong Wang, Zhibai Zhang
Journal of High Energy Physics (JHEP) 2010:19, 2010

Under Review

From instructions to Intrinsic Drives: Representation-Level Value Systems for LLM Agents

Junqi Wang, Xinyu Liao, Xin Li, Zhihong Xu, Jiayu Zhan
, 2025
一作

BACH-V: Bridging Abstract Concrete Human-Values in Large Language Models

Junyu Zhang, Yipeng Kang, Jiong Guo, Jiayu Zhan, Junqi Wang
(通讯), 2025

Beyond Behavior Fit: Tracing the Internal Mind's Trajectory via Modular Bayesian Inference in Human Category Learning

Jiong Yang, Hanliang Xie, Junqi Wang, Jiayu Zhan
(共同通讯), 2025

Implicit Theory of Mind in LLM Agent Decision-Making

Junqi Wang, Shaoyang Cui, Chunhui Zhang, Yuan Zhang, Jinkai Li, Zihao Cao, Qi Liu, Lifeng Fan
(一作+共同通讯), 2025