Compute Like Humans: Interpretable Step-by-step Symbolic Computation with Deep Neural Network. - Shuai Peng; Di Fu; Yong Cao; Yijun Liang; Gu Xu; Liangcai Gao; Zhi Tang 001 (KDD, 2022)

PmiRtarbase: A positive miRNA-target regulations database. - Peng Xu 004; Xianbin Li; Yijun Liang; Zhenshen Bao; Fengyue Zhang; Lili Gu; Saeed Kosari; Wenbin Liu (Comput. Biol. Chem., 2022)

GeoDRL: A Self-Learning Framework for Geometry Problem Solving using Reinforcement Learning in Deductive Reasoning. - Shuai Peng; Di Fu; Yijun Liang; Liangcai Gao; Zhi Tang 001 (ACL (Findings), 2023)

PEDANTS: Cheap but Effective and Interpretable Answer Equivalence. - Zongxia Li; Ishani Mondal; Huy Nghiem; Yijun Liang; Jordan L. Boyd-Graber (EMNLP (Findings), 2024)

PANDA (Pedantic ANswer-correctness Determination and Adjudication): Improving Automatic Evaluation for Question Answering and Text Generation. - Zongxia Li; Ishani Mondal; Yijun Liang; Huy Nghiem; Jordan Lee Boyd-Graber (CoRR, 2024)

Mosaic IT: Enhancing Instruction Tuning with Data Mosaics. - Ming Li; Pei Chen; Chenguang Wang; Hongyu Zhao; Yijun Liang; Yupeng Hou; Fuxiao Liu; Tianyi Zhou 001 (CoRR, 2024)

Diffusion Curriculum: Synthetic-to-Real Generative Curriculum Learning via Image-Guided Diffusion. - Yijun Liang; Shweta Bhardwaj; Tianyi Zhou 001 (CoRR, 2024)

Mosaic-IT: Cost-Free Compositional Data Synthesis for Instruction Tuning. - Ming Li; Pei Chen; Chenguang Wang; Hongyu Zhao; Yijun Liang; Yupeng Hou; Fuxiao Liu; Tianyi Zhou 001 (ACL (Findings), 2025)

ColorBench: Can VLMs See and Understand the Colorful World? A Comprehensive Benchmark for Color Perception, Reasoning, and Robustness. - Yijun Liang; Ming Li; Chenrui Fan; Ziyue Li; Dang Nguyen; Kwesi Cobbina; Shweta Bhardwaj; Jiuhai Chen; Fuxiao Liu; Tianyi Zhou 001 (CoRR, 2025)

CaughtCheating: Is Your MLLM a Good Cheating Detective? Exploring the Boundary of Visual Perception and Reasoning. - Ming Li; Chenguang Wang; Yijun Liang; Xiyao Wang; Yuhang Zhou; Xiyang Wu; Yuqing Zhang; Ruiyi Zhang 002; Tianyi Zhou 001 (CoRR, 2025)