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Note that the first half of the test is made by him and are exactly as the practice but the other half was much harder. \",\"course_id\":\"MATH 331\",\"date\":\"2025-12-25 15:40:03 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9f32e9dfbb197ff89bf572d9\",\"instructor_id\":\"rmp:3002810\",\"instructor_name\":\" Hyukpyo Hong\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMzk2Nzkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3002810\"},{\"comment\":\"The worst professor I have had. The entire class is him summarizing chapters in the book and him doing the examples incorrectly on the board - so if  none of the students who are learning the material catches his mistakes, everyone ends up writing and learning incorrect solutions. 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There is a reason the average was a 56% on Midterm 2.\",\"course_id\":\"MATH 331\",\"date\":\"2024-12-11 20:18:04 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"775fdd1d1bb0e49fb0e815bc\",\"instructor_id\":\"rmp:2930741\",\"instructor_name\":\"Yukun Yue\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwMjI4NDcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2930741\"},{\"comment\":\"Really nice guy, I feel bad for giving him this rating, but his lectures are bad and his exams are even worse. The second midterm was infinitely harder than the practice exam despite him saying it was \\\"easier\\\", and it contained PROOFS, which is something we were told we wouldn't need to know. 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One midterm in Math 331 was tough, but you can do well by studying the practice problems, which the exams closely follow. I earned an AB after working hard and scored 98.5 on the first midterm and 85 on the final. Overall, he is a great instructor and even wrote me a recommendation letter.\",\"course_id\":\"MATH 331\",\"date\":\"2025-11-28 02:23:56 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0219f2c5b609fb34e1bc24e4\",\"instructor_id\":\"rmp:2930741\",\"instructor_name\":\"Yukun Yue\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxOTYyNzk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2930741\"},{\"comment\":\"Really nice guy, I feel bad for giving him this rating, but his lectures are bad and his exams are even worse. The second midterm was infinitely harder than the practice exam despite him saying it was \\\"easier\\\", and it contained PROOFS, which is something we were told we wouldn't need to know. The average was a 58 for that midterm.\",\"course_id\":\"MATH 331\",\"date\":\"2024-12-18 19:54:53 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"35a1be01ba394acc9ec3f73a\",\"instructor_id\":\"rmp:2930741\",\"instructor_name\":\"Yukun Yue\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQwMzY3MzEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2930741\"},{\"comment\":\"The strongest math lecturer ever. He is extremely articulate and organized in his lectures. Although the class was unexpectedly difficult, the grading cutoffs were lowered at the end as to match the previous year's distribution. Note that the first half of the test is made by him and are exactly as the practice but the other half was much harder. \",\"course_id\":\"MATH 331\",\"date\":\"2025-12-25 15:40:03 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9f32e9dfbb197ff89bf572d9\",\"instructor_id\":\"rmp:3002810\",\"instructor_name\":\" Hyukpyo Hong\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMzk2Nzkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3002810\"},{\"comment\":\"The worst professor I have had. The entire class is him summarizing chapters in the book and him doing the examples incorrectly on the board - so if  none of the students who are learning the material catches his mistakes, everyone ends up writing and learning incorrect solutions. Changed grading from 100% HW to 60% exams halfway through semester\",\"course_id\":\"MATH 331\",\"date\":\"2013-01-13 20:03:41 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"f3a572fcd8bc4d3e079d947d\",\"instructor_id\":\"rmp:512492\",\"instructor_name\":\"Shi Jin\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIxMjUzNzE5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/512492\"}],\"evidence_count\":4,\"review_ids\":[\"0219f2c5b609fb34e1bc24e4\",\"35a1be01ba394acc9ec3f73a\",\"9f32e9dfbb197ff89bf572d9\",\"f3a572fcd8bc4d3e079d947d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2930741\",\"name\":\"Yukun Yue\"},{\"id\":\"rmp:3002810\",\"name\":\" Hyukpyo Hong\"},{\"id\":\"rmp:512492\",\"name\":\"Shi Jin\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2013\"},\"sentiment\":\"mixed\",\"summary\":\"Exams are described as unexpectedly difficult, with some students noting they follow practice problems while others report harsh grading changes and inclusion of unexpected topics like proofs.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Refrains from doing examples during class and instead derives equations making everything very difficult to understand and hard to grasp when to use formulas. I have gone to every lecture and leave with a worse understanding than when I came in. There is a reason the average was a 56% on Midterm 2.\",\"course_id\":\"MATH 331\",\"date\":\"2024-12-11 20:18:04 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"775fdd1d1bb0e49fb0e815bc\",\"instructor_id\":\"rmp:2930741\",\"instructor_name\":\"Yukun Yue\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwMjI4NDcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2930741\"},{\"comment\":\"He is an excellent professor. One midterm in Math 331 was tough, but you can do well by studying the practice problems, which the exams closely follow. I earned an AB after working hard and scored 98.5 on the first midterm and 85 on the final. 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It's honestly depressing they aren't renewing his contract next year I would've loved to take another one of his classes.\",\"course_id\":\"MATH 331\",\"date\":\"2026-05-07 02:48:29 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"75316dcb1056101317fa832d\",\"instructor_id\":\"rmp:3002810\",\"instructor_name\":\" Hyukpyo Hong\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDU1MTA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3002810\"},{\"comment\":\"Prof. Hong is the best Probability instructor I've ever had. He is perfectly prepared, with handwriting and notes so clear. he expertly deconstructs abstract, complex concepts by starting with digestible ideas and scaling them up. If you have the chance to take his class, do it—his clarity and structured teaching style are unmatched!\",\"course_id\":\"MATH 331\",\"date\":\"2026-05-07 05:38:55 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"fc2cc20c95a9f53608bb14f4\",\"instructor_id\":\"rmp:3002810\",\"instructor_name\":\" Hyukpyo Hong\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDU2ODI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3002810\"}],\"evidence_count\":4,\"review_ids\":[\"775fdd1d1bb0e49fb0e815bc\",\"0219f2c5b609fb34e1bc24e4\",\"75316dcb1056101317fa832d\",\"fc2cc20c95a9f53608bb14f4\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2930741\",\"name\":\"Yukun Yue\"},{\"id\":\"rmp:3002810\",\"name\":\" Hyukpyo Hong\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2024\"},\"sentiment\":\"mixed\",\"summary\":\"The course is considered difficult, with low midterm averages reported, but success is achievable through studying practice problems and putting in effort.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_5d5f3a3f185baf9eaaa98221","course_id":"MATH 331","catalog_version_id":"5f0aad4ae714ffce140ac27caa694bb14be76e00bb05d01aef77d1ede0d6f694","record_version_id":"ff72c48a1d02dd28f238c1fde7e9811ff7bb81f55a960fe1d8cf51aef8589da0","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"3dcc30fa06a6e758660f133b9fdf3d94bd49cd810b4f67ecf4bdd563b883dcd4","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"5c7e75c2817f278f12ab86d767543ea8d6a565f5a7ebcd06d2245fecaf58b720\",\"course_id\":\"MATH 331\",\"current_instructors\":[{\"instructor_uid\":\"instructor_c978b485cf57b53178bad60d\",\"message\":\"No course-specific reviews available\",\"name\":\"Amy Cochran\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2795194\",\"summary\":[]},{\"instructor_uid\":\"instructor_81b19386639c1eb68bbb4ae0\",\"message\":\"No course-specific reviews available\",\"name\":\"Benedek Valko\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1566085\",\"summary\":[{\"citations\":[{\"course_id\":\"MATH 331\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4fdf38ee-9c24-3c19-9aa5-2f79147a4445\",\"source_record\":{\"entity_id\":\"4fdf38ee-9c24-3c19-9aa5-2f79147a4445\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2009: 2.63 GPA, 46.7% A/AB (n=15 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"history\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"MATH 331\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4fdf38ee-9c24-3c19-9aa5-2f79147a4445\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 331\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4fdf38ee-9c24-3c19-9aa5-2f79147a4445\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 331\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4fdf38ee-9c24-3c19-9aa5-2f79147a4445\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.09 GPA, 46.1% A/AB (n=89 letter grades); 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It's honestly depressing they aren't renewing his contract next year I would've loved to take another one of his classes.\",\"course_id\":\"MATH 331\",\"date\":\"2026-05-07 02:48:29 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"75316dcb1056101317fa832d\",\"instructor_id\":\"rmp:3002810\",\"instructor_name\":\" Hyukpyo Hong\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDU1MTA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3002810\"},{\"comment\":\"Prof. Hong is the best Probability instructor I've ever had. He is perfectly prepared, with handwriting and notes so clear. he expertly deconstructs abstract, complex concepts by starting with digestible ideas and scaling them up. If you have the chance to take his class, do it—his clarity and structured teaching style are unmatched!\",\"course_id\":\"MATH 331\",\"date\":\"2026-05-07 05:38:55 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"fc2cc20c95a9f53608bb14f4\",\"instructor_id\":\"rmp:3002810\",\"instructor_name\":\" Hyukpyo Hong\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDU2ODI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3002810\"}],\"evidence_count\":4,\"review_ids\":[\"775fdd1d1bb0e49fb0e815bc\",\"0219f2c5b609fb34e1bc24e4\",\"75316dcb1056101317fa832d\",\"fc2cc20c95a9f53608bb14f4\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2930741\",\"name\":\"Yukun Yue\"},{\"id\":\"rmp:3002810\",\"name\":\" Hyukpyo Hong\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2024\"},\"sentiment\":\"mixed\",\"summary\":\"The course is considered difficult, with low midterm averages reported, but success is achievable through studying practice problems and putting in effort.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_5d5f3a3f185baf9eaaa98221","course_id":"MATH 331","catalog_version_id":"5f0aad4ae714ffce140ac27caa694bb14be76e00bb05d01aef77d1ede0d6f694","record_version_id":"ff72c48a1d02dd28f238c1fde7e9811ff7bb81f55a960fe1d8cf51aef8589da0","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"680ea0491e36c10b3374ab1fa3a6377ac58a34ae8e0e32e26d6d2531070911c3","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"5c7e75c2817f278f12ab86d767543ea8d6a565f5a7ebcd06d2245fecaf58b720\",\"course_id\":\"MATH 331\",\"current_instructors\":[{\"instructor_uid\":\"instructor_c978b485cf57b53178bad60d\",\"message\":\"No course-specific reviews available\",\"name\":\"Amy Cochran\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2795194\",\"summary\":[]},{\"instructor_uid\":\"instructor_81b19386639c1eb68bbb4ae0\",\"message\":\"No course-specific reviews available\",\"name\":\"Benedek Valko\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1566085\",\"summary\":[{\"citations\":[{\"course_id\":\"MATH 331\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4fdf38ee-9c24-3c19-9aa5-2f79147a4445\",\"source_record\":{\"entity_id\":\"4fdf38ee-9c24-3c19-9aa5-2f79147a4445\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2009: 2.63 GPA, 46.7% A/AB (n=15 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Yukun Yue\",\"review_date\":\"2024-12-11 20:18:04 +0000 UTC\",\"review_id\":\"775fdd1d1bb0e49fb0e815bc\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2930741\",\"source_review_id\":\"UmF0aW5nLTQwMjI4NDcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2930741\",\"type\":\"review\"},{\"instructor_name\":\"Yukun Yue\",\"review_date\":\"2024-12-18 19:54:53 +0000 UTC\",\"review_id\":\"35a1be01ba394acc9ec3f73a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2930741\",\"source_review_id\":\"UmF0aW5nLTQwMzY3MzEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2930741\",\"type\":\"review\"},{\"instructor_name\":\"Yukun Yue\",\"review_date\":\"2025-11-28 02:23:56 +0000 UTC\",\"review_id\":\"0219f2c5b609fb34e1bc24e4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2930741\",\"source_review_id\":\"UmF0aW5nLTQxOTYyNzk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2930741\",\"type\":\"review\"}],\"text\":\"Historical reviews of Yukun Yue: Yukun Yue’s course was reported as difficult, with exams containing unexpected proofs and varying in difficulty compared to practice materials. Success required significant study effort and reliance on practice problems.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Alexander Fish\",\"review_date\":\"2011-05-11 08:14:19 +0000 UTC\",\"review_id\":\"9f5cea0edc32b1c528fa403e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1326966\",\"source_review_id\":\"UmF0aW5nLTE4NTc1Njk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1326966\",\"type\":\"review\"},{\"instructor_name\":\"Shi Jin\",\"review_date\":\"2013-01-13 20:03:41 +0000 UTC\",\"review_id\":\"f3a572fcd8bc4d3e079d947d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:512492\",\"source_review_id\":\"UmF0aW5nLTIxMjUzNzE5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/512492\",\"type\":\"review\"},{\"instructor_name\":\"Yukun Yue\",\"review_date\":\"2024-12-11 20:18:04 +0000 UTC\",\"review_id\":\"775fdd1d1bb0e49fb0e815bc\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2930741\",\"source_review_id\":\"UmF0aW5nLTQwMjI4NDcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2930741\",\"type\":\"review\"},{\"instructor_name\":\"Yukun Yue\",\"review_date\":\"2024-12-18 19:54:53 +0000 UTC\",\"review_id\":\"35a1be01ba394acc9ec3f73a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2930741\",\"source_review_id\":\"UmF0aW5nLTQwMzY3MzEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2930741\",\"type\":\"review\"},{\"instructor_name\":\"Yukun Yue\",\"review_date\":\"2024-12-21 02:57:57 +0000 UTC\",\"review_id\":\"dfe5887f98fd1c8c624d4c72\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2930741\",\"source_review_id\":\"UmF0aW5nLTQwNDA0Mjc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2930741\",\"type\":\"review\"},{\"instructor_name\":\"Yukun Yue\",\"review_date\":\"2024-12-23 16:19:18 +0000 UTC\",\"review_id\":\"9c0752651f3c49e98add5bbe\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2930741\",\"source_review_id\":\"UmF0aW5nLTQwNDIzMTEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2930741\",\"type\":\"review\"},{\"instructor_name\":\"Yukun Yue\",\"review_date\":\"2025-11-28 02:23:56 +0000 UTC\",\"review_id\":\"0219f2c5b609fb34e1bc24e4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2930741\",\"source_review_id\":\"UmF0aW5nLTQxOTYyNzk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2930741\",\"type\":\"review\"},{\"instructor_name\":\" Hyukpyo Hong\",\"review_date\":\"2025-12-25 15:40:03 +0000 UTC\",\"review_id\":\"9f32e9dfbb197ff89bf572d9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3002810\",\"source_review_id\":\"UmF0aW5nLTQyMzk2Nzkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3002810\",\"type\":\"review\"},{\"instructor_name\":\" Hyukpyo Hong\",\"review_date\":\"2026-05-04 01:05:45 +0000 UTC\",\"review_id\":\"beaf63fb7a20875a8353deb6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3002810\",\"source_review_id\":\"UmF0aW5nLTQzMDEzMjcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3002810\",\"type\":\"review\"},{\"instructor_name\":\" Hyukpyo Hong\",\"review_date\":\"2026-05-07 02:46:20 +0000 UTC\",\"review_id\":\"2664f0e42b34fced81df781e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3002810\",\"source_review_id\":\"UmF0aW5nLTQzMDU1MDY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3002810\",\"type\":\"review\"}],\"text\":\"Historical reviews for Alexander Fish, Shi Jin, and Yukun Yue highlight significant instructional issues, including incorrect board work, confusing derivations, and unexpectedly difficult exams. While some reviewers noted that Yue was helpful and cared about student learning, others found his lectures poor and exams harsh. These accounts suggest inconsistent teaching quality and clarity among past instructors.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\" Hyukpyo Hong\",\"review_date\":\"2025-12-25 15:40:03 +0000 UTC\",\"review_id\":\"9f32e9dfbb197ff89bf572d9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3002810\",\"source_review_id\":\"UmF0aW5nLTQyMzk2Nzkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3002810\",\"type\":\"review\"},{\"instructor_name\":\" Hyukpyo Hong\",\"review_date\":\"2026-05-04 01:05:45 +0000 UTC\",\"review_id\":\"beaf63fb7a20875a8353deb6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3002810\",\"source_review_id\":\"UmF0aW5nLTQzMDEzMjcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3002810\",\"type\":\"review\"},{\"instructor_name\":\" Hyukpyo Hong\",\"review_date\":\"2026-05-07 05:38:55 +0000 UTC\",\"review_id\":\"fc2cc20c95a9f53608bb14f4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3002810\",\"source_review_id\":\"UmF0aW5nLTQzMDU2ODI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3002810\",\"type\":\"review\"}],\"text\":\"Historical reviews for Hyukpyo Hong describe him as an exceptionally clear, articulate, and prepared lecturer who effectively deconstructs complex concepts. While some students found the course difficult, they praised his structured teaching style and clarity.\"},{\"citations\":[{\"course_id\":\"MATH 331\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4fdf38ee-9c24-3c19-9aa5-2f79147a4445\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 331\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4fdf38ee-9c24-3c19-9aa5-2f79147a4445\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 331\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4fdf38ee-9c24-3c19-9aa5-2f79147a4445\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.09 GPA, 46.1% A/AB (n=89 letter grades); Fall 2025: 3.13 GPA, 45.8% A/AB (n=107 letter grades); Spring 2026: 3.14 GPA, 50.7% A/AB (n=146 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Yukun Yue\",\"review_date\":\"2024-12-21 02:57:57 +0000 UTC\",\"review_id\":\"dfe5887f98fd1c8c624d4c72\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2930741\",\"source_review_id\":\"UmF0aW5nLTQwNDA0Mjc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2930741\",\"type\":\"review\"},{\"instructor_name\":\"Yukun Yue\",\"review_date\":\"2024-12-23 16:19:18 +0000 UTC\",\"review_id\":\"9c0752651f3c49e98add5bbe\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2930741\",\"source_review_id\":\"UmF0aW5nLTQwNDIzMTEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2930741\",\"type\":\"review\"}],\"text\":\"Historical reviews of Yukun Yue: Reviewers noted that while Yukun Yue’s lectures focused heavily on derivations rather than examples, he was willing to help students who asked. This support was appreciated despite the challenging lecture style.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MATH 331\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"4fdf38ee-9c24-3c19-9aa5-2f79147a4445\",\"source_record\":{\"entity_id\":\"4fdf38ee-9c24-3c19-9aa5-2f79147a4445\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"MATH 331\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4fdf38ee-9c24-3c19-9aa5-2f79147a4445\",\"source_record\":{\"entity_id\":\"4fdf38ee-9c24-3c19-9aa5-2f79147a4445\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH 331\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"4fdf38ee-9c24-3c19-9aa5-2f79147a4445\",\"source_record\":{\"entity_id\":\"4fdf38ee-9c24-3c19-9aa5-2f79147a4445\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"}],\"text\":\"ALEXANDER FISH is recorded teaching in Spring 2010, Fall 2010, Spring 2011. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 331\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4fdf38ee-9c24-3c19-9aa5-2f79147a4445\",\"source_record\":{\"entity_id\":\"4fdf38ee-9c24-3c19-9aa5-2f79147a4445\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"}],\"text\":\"BENEDEK VALKO is recorded teaching in Fall 2009. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 331\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4fdf38ee-9c24-3c19-9aa5-2f79147a4445\",\"source_record\":{\"entity_id\":\"4fdf38ee-9c24-3c19-9aa5-2f79147a4445\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 331\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4fdf38ee-9c24-3c19-9aa5-2f79147a4445\",\"source_record\":{\"entity_id\":\"4fdf38ee-9c24-3c19-9aa5-2f79147a4445\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH 331\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4fdf38ee-9c24-3c19-9aa5-2f79147a4445\",\"source_record\":{\"entity_id\":\"4fdf38ee-9c24-3c19-9aa5-2f79147a4445\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"MATH 331\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"4fdf38ee-9c24-3c19-9aa5-2f79147a4445\",\"source_record\":{\"entity_id\":\"4fdf38ee-9c24-3c19-9aa5-2f79147a4445\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"HYUKPYO HONG is recorded teaching in Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 331\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4fdf38ee-9c24-3c19-9aa5-2f79147a4445\",\"source_record\":{\"entity_id\":\"4fdf38ee-9c24-3c19-9aa5-2f79147a4445\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"MATH 331\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"4fdf38ee-9c24-3c19-9aa5-2f79147a4445\",\"source_record\":{\"entity_id\":\"4fdf38ee-9c24-3c19-9aa5-2f79147a4445\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"}],\"text\":\"SHI JIN is recorded teaching in Fall 2007, Fall 2012. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 331\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4fdf38ee-9c24-3c19-9aa5-2f79147a4445\",\"source_record\":{\"entity_id\":\"4fdf38ee-9c24-3c19-9aa5-2f79147a4445\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"YUKUN YUE is recorded teaching in Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]