https://jameskrw.github.io/javascript/publications-data.js

1window.PUBLICATIONS_DATA = [
2  {
3    id: "ragen2-reasoning-collapse",
4    title: "RAGEN-2: Reasoning Collapse in Agentic RL",
5    authorsHtml: "Zihan Wang, Chi Gui, Xing Jin, Qineng Wang, Licheng Liu, <strong>Kangrui Wang</strong>, Shiqi Chen, Linjie Li, Zhengyuan Yang, Pingyue Zhang, Yiping Lu, Jiajun Wu, Li Fei-Fei, Lijuan Wang, Yejin Choi, Manling Li",
6    venues: [
7      { name: "ICML 2026", url: "https://icml.cc/Conferences/2026", note: "Oral" }
8    ],
9    media: {
10      image: "publications/media/ragen2-reasoning-collapse.png"
11    },
12    links: {
13      paper: "https://arxiv.org/abs/2604.06268"
14    }
15  },
16  {
17    id: "worldagen",
18    title: "WorldAgen: Unified State-Action Prediction with Test-Time World Model Training",
19    authorsHtml: "Chi Wan*, <strong>Kangrui Wang*&dagger;</strong>, Yuan Si, Pingyue Zhang, Manling Li",
20    venues: [
21      { name: "AAAI 2026", url: "https://aaai.org/conference/aaai/aaai-26/" }
22    ],
23    media: {
24      image: "publications/media/worldagen.png"
25    },
26    links: {
27      paper: "https://arxiv.org/abs/2609.08162"
28    }
29  },
30  {
31    id: "reinforcing-visual-state-reasoning",
32    title: "VAGEN: Reinforcing World Model Reasoning for Multi-Turn VLM Agents",
33    authorsHtml: "<strong>Kangrui Wang*</strong>, Pingyue Zhang*, Zihan Wang*, Yaning Gao*, Linjie Li*, Qineng Wang, Hanyang Chen, Yiping Lu, Zhengyuan Yang, Lijuan Wang, Ranjay Krishna, Jiajun Wu, Li Fei-Fei, Yejin Choi, Manling Li",
34    venues: [
35      { name: "NeurIPS 2025", url: "https://neurips.cc/virtual/2025/poster/115204" }
36    ],
37    media: {
38      image: "publications/media/reinforcing-visual-state-reasoning.png"
39    },
40    links: {
41      paper: "https://neurips.cc/virtual/2025/poster/115204",
42      code: "https://github.com/RAGEN-AI/VAGEN",
43      website: "https://vagen-ai.github.io/"
44    }
45  },
46  {
47    id: "spatial-mental-modeling",
48    title: "Spatial Mental Modeling from Limited Views",
49    authorsHtml: "Qineng Wang*, Baiqiao Yin*, Pingyue Zhang, Jianshu Zhang, <strong>Kangrui Wang</strong>, Zihan Wang, Jieyu Zhang, Keshigeyan Chandrasegaran, Han Liu, Ranjay Krishna, Saining Xie, Jiajun Wu†, Li Fei-Fei†, Manling Li†",
50    venues: [
51      { name: "ICLR 2026", url: "https://iclr.cc/Conferences/2026" },
52      {
53        name: "ICCV 2025 Workshop SP4V",
54        url: "https://arxiv.org/abs/2506.21458",
55        note: "Best Paper Award"
56      },
57      {
58        name: "Best of ICCV",
59        url: null,
60        note: "Selected by Voxel51"
61      }
62    ],
63    media: {

64      image: "publications/media/spatial-mental-modeling.png"
65    },
66    links: {
67      paper: "https://arxiv.org/abs/2506.21458",
68      code: "https://github.com/mll-lab-nu/MindCube",
69      website: "https://mll-lab-nu.github.io/mind-cube"
70    }
71  },
72  {
73    id: "ragen-self-evolution",
74    title: "RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning",
75    authorsHtml: "Zihan Wang*, <strong>Kangrui Wang*</strong>, Qineng Wang*, Pingyue Zhang*, Linjie Li*, Zhengyuan Yang, Xing Jin, Kefan Yu, Minh Nhat Nguyen, Licheng Liu, Eli Gottlieb, Yiping Lu, Kyunghyun Cho, Jiajun Wu, Li Fei-Fei, Lijuan Wang, Yejin Choi, Manling Li",
76    venues: [
77      { name: "MMLS 2025", url: null, note: "Best Poster Award" }
78    ],
79    media: {
80      image: "publications/media/ragen-self-evolution.png"
81    },
82    links: {
83      paper: "https://arxiv.org/abs/2504.20073",
84      code: "https://github.com/RAGEN-AI/RAGEN",
85      website: "https://ragen-ai.github.io/"
86    }
87  },
88  {
89    id: "rosetta",
90    title: "ROSETTA: Constructing Code-Based Reward from Unconstrained Language Preference",
91    authorsHtml: "Sanjana Srivastava*, <strong>Kangrui Wang*</strong>, Yung-Chieh Chan*, Tianyuan Dai, Manling Li, Ruohan Zhang, Mengdi Xu, Jiajun Wu, Li Fei-Fei",
92    venues: [
93      { name: "ICLR 2026", url: "https://iclr.cc/Conferences/2026" },
94      { name: "RSS 2025 Workshop CRLH", url: null, note: "Best Paper Award" }
95    ],
96    media: {
97      image: "publications/media/rosetta.png"
98    },
99    links: {
100      paper: "https://openreview.net/forum?id=xuDPUN7Ud4",
101      code: "https://github.com/StanfordVL/rosetta"
102    }
103  },
104  {
105    id: "embodiedbench",
106    title: "EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents",
107    authorsHtml: "Rui Yang*, Hanyang Chen*, Junyu Zhang*, Mark Zhao*, Cheng Qian, <strong>Kangrui Wang</strong>, Qineng Wang, Teja Venkat Koripella, Marziyeh Movahedi, Manling Li, Heng Ji, Huan Zhang, Tong Zhang",
108    venues: [
109      { name: "ICML 2025", url: "https://icml.cc/Conferences/2025", note: "Oral" }
110    ],
111    media: {
112      image: "publications/media/embodiedbench.png"
113    },
114    links: {
115      paper: "https://arxiv.org/abs/2502.09560",
116      code: "https://github.com/EmbodiedBench/EmbodiedBench",
117      website: "https://embodiedbench.github.io/"
118    }
119  },
120  {
121    id: "embodied-agent-interface",
122    title: "Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making",
123    authorsHtml: "Manling Li*, Shiyu Zhao*, Qineng Wang*, <strong>Kangrui Wang*</strong>, Yu Zhou*, Sanjana Srivastava, Cem Gokmen, Tony Lee, Li Erran Li, Ruohan Zhang, Weiyu Liu, Percy Liang, Li Fei-Fei, Jiayuan Mao, Jiajun Wu",
124    venues: [
125      { name: "NeurIPS 2024", url: "https://neurips.cc/Conferences/2024", note: "Oral" },
126      { name: "SoCal NLP 2024", url: "https://socalnlp.github.io/symp24/index.html", note: "Best Paper" }
127    ],
128    media: {
129      video: "publications/media/eagent.mp4",
130      image: "publications/media/eagent.png"
131    },
132    links: {
133      paper: "https://arxiv.org/abs/2410.07166",
134      code: "https://github.com/embodied-agent-interface/embodied-agent-interface",
135      website: "https://embodied-agent-interface.github.io/"
136    }
137  },
138  {
139    id: "mango",
140    title: "A Benchmark for Evaluating Mapping and Navigation Abilities of Large Language Models",
141    authorsHtml: "Peng Ding*, Jiading Fang*, Peng Li*, <strong>Kangrui Wang*†</strong>, Xiaochen Zhou*, Mo Yu, Jing Li, Matthew Walter†, Hongyuan Mei†",
142    venues: [
143      { name: "COLM 2024", url: "https://colmweb.org/" }
144    ],
145    media: {
146      image: "publications/media/mango.png"
147    },
148    links: {
149      paper: "https://arxiv.org/abs/2403.19913",
150      code: "https://github.com/Oaklight/mango",
151      website: "https://oaklight.github.io/mgwb/"
152    }
153  },
154  {
155    id: "lamp",
156    title: "Models Can Improve Event Prediction by Few-Shot Abductive Reasoning",
157    authorsHtml: "Xiaoming Shi, Siqiao Xue, <strong>Kangrui Wang</strong>, Fan Zhou, James Zhang, Jun Zhou, Chenhao Tan, Hongyuan Mei",
158    venues: [
159      { name: "NeurIPS 2023", url: "https://neurips.cc/Conferences/2023" }
160    ],
161    media: {
162      image: "publications/media/lamp.jpg"
163    },
164    links: {
165      paper: "https://arxiv.org/abs/2305.16646",
166      code: "https://github.com/iLampard/lamp"
167    }
168  },
169  {
170    id: "leap",
171    title: "Explicit Planning Helps Language Models in Logical Reasoning",
172    authorsHtml: "Hongyu Zhao, <strong>Kangrui Wang</strong>, Mo Yu, Hongyuan Mei",
173    venues: [
174      { name: "EMNLP 2023", url: "https://2023.emnlp.org/", note: "Oral" }
175    ],
176    media: {
177      image: "publications/media/leap.jpg"
178    },
179    links: {
180      paper: "https://arxiv.org/abs/2303.15714",
181      code: "https://github.com/cindermond/leap"
182    }
183  },
184  {
185    id: "concept-complexity",
186    title: "Towards the Difficulty for a Deep Neural Network to Learn Concepts of Different Complexities",

187    authorsHtml: "Dongrui Liu, Huiqi Deng, Xu Cheng, Qihan Ren, <strong>Kangrui Wang</strong>, Quanshi Zhang",
188    venues: [
189      { name: "NeurIPS 2023", url: "https://neurips.cc/Conferences/2023" }
190    ],
191    media: {
192      image: "publications/media/concept_complexity.jpg"
193    },
194    links: {
195      paper: "https://nips.cc/virtual/2023/poster/70547"
196    }
197  }
198];