✍️ Paper Titles & Authors

1. (Spotlight)
   1. 1. Fast and Fluent Diffusion Language Models via Convolutional Decoding and Rejective Fine-tuning
2. - Yeongbin Seo, Dongha Lee, Jaehyung Kim, Jinyoung Yeo* 
   
   
   2. 2. Web-Shepherd: Advancing PRMs for Reinforcing Web Agents
3. - Hyungjoo Chae, Sunghwan Kim, Junhee Cho, Seungone Kim, Seungjun Moon, Gyeom Hwangbo , Dongha Lim, Minjin Kim, Yeonjun Hwang, Minju Gwak, Dongwook Choi, Minseok Kang, Gwanhoon Im, ByeongUng Cho, Hyojun Kim, Jun Hee Han, Taeyoon Kwon, Minju Kim, Beong-woo Kwak, Dongjin Kang, Jinyoung Yeo*

1. 1. Controllable 3D Molecular Generation for Structure-Based Drug Design Through Bayesian Flow Networks and Gradient Integration

- Seungyeon Choi, Hwanhee Kim, Chihyun Park, Dahyeon Lee, Seungyong Lee, Yoonju Kim, Hyoungjoon Park, Sein Kwon, Youngwan Jo, Sanghyun Park*

2. 2. FairDICE: Fairness-Driven Offline Multi-Objective Reinforcement Learning

- Woosung Kim, Jinho Lee, Jongmin Lee*, Byung-Jun Lee*

3. 3. Improved Algorithms for Overlapping and Robust Clustering of Edge-Colored Hypergraphs: An LP-Based Combinatorial Approach

- Changyeol Lee, Yongho Shin, Hyung-Chan An

4. 4. Information-Theoretic Discrete Diffusion

- Moongyu Jeon, Sangwoo Shin, Dongjae Jeon, Albert No

5. 5. Interpreting vision transformers via residual replacement model

- Jinyeong Kim*, Junhyeok Kim*, Yumin Shim, Joohyeok Kim, Sunyoung Jung, Seong Jae Hwang

6. 6. Optimized Minimal 3D Gaussian Splatting

- Joo Chan Lee, Jong Hwan Ko*, Eunbyung Park*

7. 7. Rare Text Semantics Were Always There in Your Diffusion Transformer

- Seil Kang*, Woojung Han*, Dayun Ju, Seong Jae Hwang

8. 8. Robot-R1: Reinforcement Learning for Enhanced Embodied Reasoning in Robotics

- Dongyoung Kim, Sumin Park, Huiwon Jang, Jinwoo Shin, Jaehyung Kim*, Younggyo Seo*

9. 9. SAFEPATH: Preventing Harmful Reasoning in Chain-of-Thought via Early Alignment

- Wonje Jeung, Sangyeon Yoon, Minsuk Kahng*, Albert No*

10. 10. VideoTitans: Scalable Video Prediction with Integrated Short- and Long-term Memory

- Young-Jae Park, Minseok Seo and Hae-Gon Jeon 

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